BibTeX records: Timothy A. Mann

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@inproceedings{DBLP:conf/iclr/CalianSWR0MG22,
  author       = {Dan Andrei Calian and
                  Florian Stimberg and
                  Olivia Wiles and
                  Sylvestre{-}Alvise Rebuffi and
                  Andr{\'{a}}s Gy{\"{o}}rgy and
                  Timothy A. Mann and
                  Sven Gowal},
  title        = {Defending Against Image Corruptions Through Adversarial Augmentations},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=jJOjjiZHy3h},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/CalianSWR0MG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06626,
  author       = {Amol Mandhane and
                  Anton Zhernov and
                  Maribeth Rauh and
                  Chenjie Gu and
                  Miaosen Wang and
                  Flora Xue and
                  Wendy Shang and
                  Derek Pang and
                  Rene Claus and
                  Ching{-}Han Chiang and
                  Cheng Chen and
                  Jingning Han and
                  Angie Chen and
                  Daniel J. Mankowitz and
                  Jackson Broshear and
                  Julian Schrittwieser and
                  Thomas Hubert and
                  Oriol Vinyals and
                  Timothy A. Mann},
  title        = {MuZero with Self-competition for Rate Control in {VP9} Video Compression},
  journal      = {CoRR},
  volume       = {abs/2202.06626},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.06626},
  eprinttype    = {arXiv},
  eprint       = {2202.06626},
  timestamp    = {Tue, 01 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-06626.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CalianMZXOLM21,
  author       = {Dan A. Calian and
                  Daniel J. Mankowitz and
                  Tom Zahavy and
                  Zhongwen Xu and
                  Junhyuk Oh and
                  Nir Levine and
                  Timothy A. Mann},
  title        = {Balancing Constraints and Rewards with Meta-Gradient {D4PG}},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=TQt98Ya7UMP},
  timestamp    = {Wed, 23 Jun 2021 17:36:39 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/CalianMZXOLM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GowalHOMK21,
  author       = {Sven Gowal and
                  Po{-}Sen Huang and
                  A{\"{a}}ron van den Oord and
                  Timothy A. Mann and
                  Pushmeet Kohli},
  title        = {Self-supervised Adversarial Robustness for the Low-label, High-data
                  Regime},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=bgQek2O63w},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/GowalHOMK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GowalRWSCM21,
  author       = {Sven Gowal and
                  Sylvestre{-}Alvise Rebuffi and
                  Olivia Wiles and
                  Florian Stimberg and
                  Dan Andrei Calian and
                  Timothy A. Mann},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Improving Robustness using Generated Data},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {4218--4233},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/21ca6d0cf2f25c4dbb35d8dc0b679c3f-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GowalRWSCM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RebuffiGCSWM21,
  author       = {Sylvestre{-}Alvise Rebuffi and
                  Sven Gowal and
                  Dan Andrei Calian and
                  Florian Stimberg and
                  Olivia Wiles and
                  Timothy A. Mann},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Data Augmentation Can Improve Robustness},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {29935--29948},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/fb4c48608ce8825b558ccf07169a3421-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/RebuffiGCSWM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01946,
  author       = {Sylvestre{-}Alvise Rebuffi and
                  Sven Gowal and
                  Dan A. Calian and
                  Florian Stimberg and
                  Olivia Wiles and
                  Timothy A. Mann},
  title        = {Fixing Data Augmentation to Improve Adversarial Robustness},
  journal      = {CoRR},
  volume       = {abs/2103.01946},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.01946},
  eprinttype    = {arXiv},
  eprint       = {2103.01946},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-01946.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01086,
  author       = {Dan A. Calian and
                  Florian Stimberg and
                  Olivia Wiles and
                  Sylvestre{-}Alvise Rebuffi and
                  Andr{\'{a}}s Gy{\"{o}}rgy and
                  Timothy A. Mann and
                  Sven Gowal},
  title        = {Defending Against Image Corruptions Through Adversarial Augmentations},
  journal      = {CoRR},
  volume       = {abs/2104.01086},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.01086},
  eprinttype    = {arXiv},
  eprint       = {2104.01086},
  timestamp    = {Mon, 12 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-01086.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09468,
  author       = {Sven Gowal and
                  Sylvestre{-}Alvise Rebuffi and
                  Olivia Wiles and
                  Florian Stimberg and
                  Dan Andrei Calian and
                  Timothy A. Mann},
  title        = {Improving Robustness using Generated Data},
  journal      = {CoRR},
  volume       = {abs/2110.09468},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.09468},
  eprinttype    = {arXiv},
  eprint       = {2110.09468},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-09468.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05328,
  author       = {Sylvestre{-}Alvise Rebuffi and
                  Sven Gowal and
                  Dan A. Calian and
                  Florian Stimberg and
                  Olivia Wiles and
                  Timothy A. Mann},
  title        = {Data Augmentation Can Improve Robustness},
  journal      = {CoRR},
  volume       = {abs/2111.05328},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.05328},
  eprinttype    = {arXiv},
  eprint       = {2111.05328},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-05328.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GowalQHCDMK20,
  author       = {Sven Gowal and
                  Chongli Qin and
                  Po{-}Sen Huang and
                  A. Taylan Cemgil and
                  Krishnamurthy Dvijotham and
                  Timothy A. Mann and
                  Pushmeet Kohli},
  title        = {Achieving Robustness in the Wild via Adversarial Mixing With Disentangled
                  Representations},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {1208--1217},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Gowal\_Achieving\_Robustness\_in\_the\_Wild\_via\_Adversarial\_Mixing\_With\_Disentangled\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.00129},
  timestamp    = {Tue, 31 Aug 2021 14:00:04 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/GowalQHCDMK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MankowitzLJASSK20,
  author       = {Daniel J. Mankowitz and
                  Nir Levine and
                  Rae Jeong and
                  Abbas Abdolmaleki and
                  Jost Tobias Springenberg and
                  Yuanyuan Shi and
                  Jackie Kay and
                  Todd Hester and
                  Timothy A. Mann and
                  Martin A. Riedmiller},
  title        = {Robust Reinforcement Learning for Continuous Control with Model Misspecification},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=HJgC60EtwB},
  timestamp    = {Thu, 07 May 2020 17:11:47 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/MankowitzLJASSK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Vernade0M20,
  author       = {Claire Vernade and
                  Andr{\'{a}}s Gy{\"{o}}rgy and
                  Timothy A. Mann},
  title        = {Non-Stationary Delayed Bandits with Intermediate Observations},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {9722--9732},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/vernade20b.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Vernade0M20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhernovDLCGCM20,
  author       = {Anton Zhernov and
                  Krishnamurthy (Dj) Dvijotham and
                  Ivan Lobov and
                  Dan A. Calian and
                  Michelle X. Gong and
                  Natarajan Chandrashekar and
                  Timothy A. Mann},
  editor       = {Rajesh Gupta and
                  Yan Liu and
                  Jiliang Tang and
                  B. Aditya Prakash},
  title        = {The NodeHopper: Enabling Low Latency Ranking with Constraints via
                  a Fast Dual Solver},
  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
  pages        = {1285--1294},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3394486.3403181},
  doi          = {10.1145/3394486.3403181},
  timestamp    = {Fri, 24 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/ZhernovDLCGCM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02119,
  author       = {Claire Vernade and
                  Andr{\'{a}}s Gy{\"{o}}rgy and
                  Timothy A. Mann},
  title        = {Non-Stationary Bandits with Intermediate Observations},
  journal      = {CoRR},
  volume       = {abs/2006.02119},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.02119},
  eprinttype    = {arXiv},
  eprint       = {2006.02119},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-02119.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03593,
  author       = {Sven Gowal and
                  Chongli Qin and
                  Jonathan Uesato and
                  Timothy A. Mann and
                  Pushmeet Kohli},
  title        = {Uncovering the Limits of Adversarial Training against Norm-Bounded
                  Adversarial Examples},
  journal      = {CoRR},
  volume       = {abs/2010.03593},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.03593},
  eprinttype    = {arXiv},
  eprint       = {2010.03593},
  timestamp    = {Tue, 13 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-03593.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06324,
  author       = {Dan A. Calian and
                  Daniel J. Mankowitz and
                  Tom Zahavy and
                  Zhongwen Xu and
                  Junhyuk Oh and
                  Nir Levine and
                  Timothy A. Mann},
  title        = {Balancing Constraints and Rewards with Meta-Gradient {D4PG}},
  journal      = {CoRR},
  volume       = {abs/2010.06324},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.06324},
  eprinttype    = {arXiv},
  eprint       = {2010.06324},
  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-06324.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10644,
  author       = {Daniel J. Mankowitz and
                  Dan A. Calian and
                  Rae Jeong and
                  Cosmin Paduraru and
                  Nicolas Heess and
                  Sumanth Dathathri and
                  Martin A. Riedmiller and
                  Timothy A. Mann},
  title        = {Robust Constrained Reinforcement Learning for Continuous Control with
                  Model Misspecification},
  journal      = {CoRR},
  volume       = {abs/2010.10644},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.10644},
  eprinttype    = {arXiv},
  eprint       = {2010.10644},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-10644.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GowalDSBQUAMK19,
  author       = {Sven Gowal and
                  Krishnamurthy Dvijotham and
                  Robert Stanforth and
                  Rudy Bunel and
                  Chongli Qin and
                  Jonathan Uesato and
                  Relja Arandjelovic and
                  Timothy Arthur Mann and
                  Pushmeet Kohli},
  title        = {Scalable Verified Training for Provably Robust Image Classification},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {4841--4850},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00494},
  doi          = {10.1109/ICCV.2019.00494},
  timestamp    = {Thu, 05 Mar 2020 10:01:04 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/GowalDSBQUAMK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiangGQMR19,
  author       = {Ray Jiang and
                  Sven Gowal and
                  Yuqiu Qian and
                  Timothy A. Mann and
                  Danilo J. Rezende},
  title        = {Beyond Greedy Ranking: Slate Optimization via List-CVAE},
  booktitle    = {7th International Conference on Learning Representations, {ICLR} 2019,
                  New Orleans, LA, USA, May 6-9, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=r1xX42R5Fm},
  timestamp    = {Thu, 25 Jul 2019 13:03:15 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/JiangGQMR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MannGGHJLS19,
  author       = {Timothy A. Mann and
                  Sven Gowal and
                  Andr{\'{a}}s Gy{\"{o}}rgy and
                  Huiyi Hu and
                  Ray Jiang and
                  Balaji Lakshminarayanan and
                  Prav Srinivasan},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Learning from Delayed Outcomes via Proxies with Applications to Recommender
                  Systems},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {4324--4332},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/mann19a.html},
  timestamp    = {Tue, 19 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MannGGHJLS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GowalDSMK19,
  author       = {Sven Gowal and
                  Krishnamurthy Dvijotham and
                  Robert Stanforth and
                  Timothy A. Mann and
                  Pushmeet Kohli},
  editor       = {Sarit Kraus},
  title        = {A Dual Approach to Verify and Train Deep Networks},
  booktitle    = {Proceedings of the Twenty-Eighth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
                  2019},
  pages        = {6156--6160},
  publisher    = {ijcai.org},
  year         = {2019},
  url          = {https://doi.org/10.24963/ijcai.2019/854},
  doi          = {10.24963/IJCAI.2019/854},
  timestamp    = {Tue, 20 Aug 2019 16:18:18 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/GowalDSMK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RiquelmePVMGMBN19,
  author       = {Carlos Riquelme and
                  Hugo Penedones and
                  Damien Vincent and
                  Hartmut Maennel and
                  Sylvain Gelly and
                  Timothy A. Mann and
                  Andr{\'{e}} Barreto and
                  Gergely Neu},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State
                  Uncertainty Estimates},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {11872--11882},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/816a6db41f0e44644bc65808b6db5ca4-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/RiquelmePVMGMBN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DermanMMM19,
  author       = {Esther Derman and
                  Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Shie Mannor},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {A Bayesian Approach to Robust Reinforcement Learning},
  booktitle    = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
  series       = {Proceedings of Machine Learning Research},
  volume       = {115},
  pages        = {648--658},
  publisher    = {{AUAI} Press},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v115/derman20a.html},
  timestamp    = {Tue, 15 Dec 2020 17:40:18 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/DermanMMM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08188,
  author       = {Esther Derman and
                  Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Shie Mannor},
  title        = {A Bayesian Approach to Robust Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1905.08188},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.08188},
  eprinttype    = {arXiv},
  eprint       = {1905.08188},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-08188.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07516,
  author       = {Daniel J. Mankowitz and
                  Nir Levine and
                  Rae Jeong and
                  Abbas Abdolmaleki and
                  Jost Tobias Springenberg and
                  Timothy A. Mann and
                  Todd Hester and
                  Martin A. Riedmiller},
  title        = {Robust Reinforcement Learning for Continuous Control with Model Misspecification},
  journal      = {CoRR},
  volume       = {abs/1906.07516},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.07516},
  eprinttype    = {arXiv},
  eprint       = {1906.07516},
  timestamp    = {Mon, 24 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-07516.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07987,
  author       = {Hugo Penedones and
                  Carlos Riquelme and
                  Damien Vincent and
                  Hartmut Maennel and
                  Timothy A. Mann and
                  Andr{\'{e}} Barreto and
                  Sylvain Gelly and
                  Gergely Neu},
  title        = {Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State
                  Uncertainty Estimates},
  journal      = {CoRR},
  volume       = {abs/1906.07987},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.07987},
  eprinttype    = {arXiv},
  eprint       = {1906.07987},
  timestamp    = {Mon, 10 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-07987.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09338,
  author       = {Sven Gowal and
                  Jonathan Uesato and
                  Chongli Qin and
                  Po{-}Sen Huang and
                  Timothy A. Mann and
                  Pushmeet Kohli},
  title        = {An Alternative Surrogate Loss for PGD-based Adversarial Testing},
  journal      = {CoRR},
  volume       = {abs/1910.09338},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.09338},
  eprinttype    = {arXiv},
  eprint       = {1910.09338},
  timestamp    = {Tue, 22 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-09338.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03192,
  author       = {Sven Gowal and
                  Chongli Qin and
                  Po{-}Sen Huang and
                  A. Taylan Cemgil and
                  Krishnamurthy Dvijotham and
                  Timothy A. Mann and
                  Pushmeet Kohli},
  title        = {Achieving Robustness in the Wild via Adversarial Mixing with Disentangled
                  Representations},
  journal      = {CoRR},
  volume       = {abs/1912.03192},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.03192},
  eprinttype    = {arXiv},
  eprint       = {1912.03192},
  timestamp    = {Wed, 09 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-03192.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MankowitzMBPM18,
  author       = {Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Pierre{-}Luc Bacon and
                  Doina Precup and
                  Shie Mannor},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Learning Robust Options},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {6409--6416},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.12115},
  doi          = {10.1609/AAAI.V32I1.12115},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MankowitzMBPM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DermanMMM18,
  author       = {Esther Derman and
                  Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Shie Mannor},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {Soft-Robust Actor-Critic Policy-Gradient},
  booktitle    = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
                  2018},
  pages        = {208--218},
  publisher    = {{AUAI} Press},
  year         = {2018},
  url          = {http://auai.org/uai2018/proceedings/papers/70.pdf},
  timestamp    = {Wed, 09 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/DermanMMM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DvijothamSGMK18,
  author       = {Krishnamurthy Dvijotham and
                  Robert Stanforth and
                  Sven Gowal and
                  Timothy A. Mann and
                  Pushmeet Kohli},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {A Dual Approach to Scalable Verification of Deep Networks},
  booktitle    = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
                  2018},
  pages        = {550--559},
  publisher    = {{AUAI} Press},
  year         = {2018},
  url          = {http://auai.org/uai2018/proceedings/papers/204.pdf},
  timestamp    = {Wed, 09 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/DvijothamSGMK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03236,
  author       = {Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Pierre{-}Luc Bacon and
                  Doina Precup and
                  Shie Mannor},
  title        = {Learning Robust Options},
  journal      = {CoRR},
  volume       = {abs/1802.03236},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.03236},
  eprinttype    = {arXiv},
  eprint       = {1802.03236},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-03236.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01682,
  author       = {Ray Jiang and
                  Sven Gowal and
                  Timothy A. Mann and
                  Danilo J. Rezende},
  title        = {Optimizing Slate Recommendations via Slate-CVAE},
  journal      = {CoRR},
  volume       = {abs/1803.01682},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.01682},
  eprinttype    = {arXiv},
  eprint       = {1803.01682},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-01682.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04848,
  author       = {Esther Derman and
                  Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Shie Mannor},
  title        = {Soft-Robust Actor-Critic Policy-Gradient},
  journal      = {CoRR},
  volume       = {abs/1803.04848},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.04848},
  eprinttype    = {arXiv},
  eprint       = {1803.04848},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-04848.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06567,
  author       = {Krishnamurthy Dvijotham and
                  Robert Stanforth and
                  Sven Gowal and
                  Timothy A. Mann and
                  Pushmeet Kohli},
  title        = {A Dual Approach to Scalable Verification of Deep Networks},
  journal      = {CoRR},
  volume       = {abs/1803.06567},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.06567},
  eprinttype    = {arXiv},
  eprint       = {1803.06567},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-06567.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03064,
  author       = {Hugo Penedones and
                  Damien Vincent and
                  Hartmut Maennel and
                  Sylvain Gelly and
                  Timothy A. Mann and
                  Andr{\'{e}} Barreto},
  title        = {Temporal Difference Learning with Neural Networks - Study of the Leakage
                  Propagation Problem},
  journal      = {CoRR},
  volume       = {abs/1807.03064},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.03064},
  eprinttype    = {arXiv},
  eprint       = {1807.03064},
  timestamp    = {Mon, 10 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-03064.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-09387,
  author       = {Timothy A. Mann and
                  Sven Gowal and
                  Ray Jiang and
                  Huiyi Hu and
                  Balaji Lakshminarayanan and
                  Andr{\'{a}}s Gy{\"{o}}rgy},
  title        = {Learning from Delayed Outcomes with Intermediate Observations},
  journal      = {CoRR},
  volume       = {abs/1807.09387},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.09387},
  eprinttype    = {arXiv},
  eprint       = {1807.09387},
  timestamp    = {Tue, 19 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-09387.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12715,
  author       = {Sven Gowal and
                  Krishnamurthy Dvijotham and
                  Robert Stanforth and
                  Rudy Bunel and
                  Chongli Qin and
                  Jonathan Uesato and
                  Relja Arandjelovic and
                  Timothy A. Mann and
                  Pushmeet Kohli},
  title        = {On the Effectiveness of Interval Bound Propagation for Training Verifiably
                  Robust Models},
  journal      = {CoRR},
  volume       = {abs/1810.12715},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.12715},
  eprinttype    = {arXiv},
  eprint       = {1810.12715},
  timestamp    = {Thu, 08 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-12715.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MannMP17,
  author       = {Timothy A. Mann and
                  Shie Mannor and
                  Doina Precup},
  editor       = {Carles Sierra},
  title        = {Approximate Value Iteration with Temporally Extended Actions (Extended
                  Abstract)},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {5035--5039},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/717},
  doi          = {10.24963/IJCAI.2017/717},
  timestamp    = {Tue, 20 Aug 2019 16:16:54 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/MannMP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MankowitzMM16,
  author       = {Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Shie Mannor},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Adaptive Skills Adaptive Partitions {(ASAP)}},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {1588--1596},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/98d6f58ab0dafbb86b083a001561bb34-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/MankowitzMM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MankowitzMM16,
  author       = {Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Shie Mannor},
  title        = {Iterative Hierarchical Optimization for Misspecified Problems {(IHOMP)}},
  journal      = {CoRR},
  volume       = {abs/1602.03348},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.03348},
  eprinttype    = {arXiv},
  eprint       = {1602.03348},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MankowitzMM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MankowitzMM16a,
  author       = {Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Shie Mannor},
  title        = {Adaptive Skills, Adaptive Partitions {(ASAP)}},
  journal      = {CoRR},
  volume       = {abs/1602.03351},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.03351},
  eprinttype    = {arXiv},
  eprint       = {1602.03351},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MankowitzMM16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MannPMH16,
  author       = {Timothy A. Mann and
                  Hugo Penedones and
                  Shie Mannor and
                  Todd Hester},
  title        = {Adaptive Lambda Least-Squares Temporal Difference Learning},
  journal      = {CoRR},
  volume       = {abs/1612.09465},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.09465},
  eprinttype    = {arXiv},
  eprint       = {1612.09465},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MannPMH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/MannMP15,
  author       = {Timothy A. Mann and
                  Shie Mannor and
                  Doina Precup},
  title        = {Approximate Value Iteration with Temporally Extended Actions},
  journal      = {J. Artif. Intell. Res.},
  volume       = {53},
  pages        = {375--438},
  year         = {2015},
  url          = {https://doi.org/10.1613/jair.4676},
  doi          = {10.1613/JAIR.4676},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jair/MannMP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MannMM15,
  author       = {Timothy A. Mann and
                  Daniel J. Mankowitz and
                  Shie Mannor},
  editor       = {Michael Bowling and
                  Marc G. Bellemare and
                  Erik Talvitie and
                  Joel Veness and
                  Marlos C. Machado},
  title        = {Learning When to Switch between Skills in a High Dimensional Domain},
  booktitle    = {Learning for General Competency in Video Games, Papers from the 2015
                  {AAAI} Workshop, Austin, Texas, USA, January 26, 2015},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-15-10}},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://aaai.org/ocs/index.php/WS/AAAIW15/paper/view/10089},
  timestamp    = {Tue, 05 Sep 2023 08:59:27 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MannMM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HallakSMM15,
  author       = {Assaf Hallak and
                  Fran{\c{c}}ois Schnitzler and
                  Timothy A. Mann and
                  Shie Mannor},
  editor       = {Francis R. Bach and
                  David M. Blei},
  title        = {Off-policy Model-based Learning under Unknown Factored Dynamics},
  booktitle    = {Proceedings of the 32nd International Conference on Machine Learning,
                  {ICML} 2015, Lille, France, 6-11 July 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {37},
  pages        = {711--719},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v37/hallak15.html},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/HallakSMM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HallakSMM15,
  author       = {Assaf Hallak and
                  Fran{\c{c}}ois Schnitzler and
                  Timothy A. Mann and
                  Shie Mannor},
  title        = {Off-policy evaluation for MDPs with unknown structure},
  journal      = {CoRR},
  volume       = {abs/1502.03255},
  year         = {2015},
  url          = {http://arxiv.org/abs/1502.03255},
  eprinttype    = {arXiv},
  eprint       = {1502.03255},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HallakSMM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LevineMM15,
  author       = {Nir Levine and
                  Timothy A. Mann and
                  Shie Mannor},
  title        = {Actively Learning to Attract Followers on Twitter},
  journal      = {CoRR},
  volume       = {abs/1504.04114},
  year         = {2015},
  url          = {http://arxiv.org/abs/1504.04114},
  eprinttype    = {arXiv},
  eprint       = {1504.04114},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LevineMM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MankowitzMM15,
  author       = {Daniel J. Mankowitz and
                  Timothy A. Mann and
                  Shie Mannor},
  title        = {Bootstrapping Skills},
  journal      = {CoRR},
  volume       = {abs/1506.03624},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.03624},
  eprinttype    = {arXiv},
  eprint       = {1506.03624},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MankowitzMM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MannM14,
  author       = {Timothy A. Mann and
                  Shie Mannor},
  title        = {Scaling Up Approximate Value Iteration with Options: Better Policies
                  with Fewer Iterations},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {127--135},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/mann14.html},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MannM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MannMM14,
  author       = {Timothy A. Mann and
                  Daniel J. Mankowitz and
                  Shie Mannor},
  title        = {Time-Regularized Interrupting Options {(TRIO)}},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {1350--1358},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/mannb14.html},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MannMM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaillardMM14,
  author       = {Odalric{-}Ambrym Maillard and
                  Timothy A. Mann and
                  Shie Mannor},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {How hard is my MDP?" The distribution-norm to the rescue"},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {1835--1843},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/2ab56412b1163ee131e1246da0955bd1-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/MaillardMM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/MannPJLC13,
  author       = {Timothy A. Mann and
                  Yunjung Park and
                  Sungmoon Jeong and
                  Minho Lee and
                  Yoonsuck Choe},
  title        = {Autonomous and Interactive Improvement of Binocular Visual Depth Estimation
                  through Sensorimotor Interaction},
  journal      = {{IEEE} Trans. Auton. Ment. Dev.},
  volume       = {5},
  number       = {1},
  pages        = {74--84},
  year         = {2013},
  url          = {https://doi.org/10.1109/TAMD.2012.2216524},
  doi          = {10.1109/TAMD.2012.2216524},
  timestamp    = {Thu, 02 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tamd/MannPJLC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/MannC12,
  author       = {Timothy A. Mann and
                  Yoonsuck Choe},
  editor       = {Marc Peter Deisenroth and
                  Csaba Szepesv{\'{a}}ri and
                  Jan Peters},
  title        = {Directed Exploration in Reinforcement Learning with Transferred Knowledge},
  booktitle    = {Proceedings of the Tenth European Workshop on Reinforcement Learning,
                  {EWRL} 2012, Edinburgh, Scotland, UK, June, 2012},
  series       = {{JMLR} Proceedings},
  volume       = {24},
  pages        = {59--76},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v24/mann12a.html},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ewrl/MannC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MannC11,
  author       = {Timothy A. Mann and
                  Yoonsuck Choe},
  editor       = {Wolfram Burgard and
                  Dan Roth},
  title        = {Scaling Up Reinforcement Learning through Targeted Exploration},
  booktitle    = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
                  {AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
  pages        = {435--440},
  publisher    = {{AAAI} Press},
  year         = {2011},
  url          = {https://doi.org/10.1609/aaai.v25i1.7929},
  doi          = {10.1609/AAAI.V25I1.7929},
  timestamp    = {Mon, 04 Sep 2023 16:05:54 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MannC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl/MannC10,
  author       = {Timothy A. Mann and
                  Yoonsuck Choe},
  editor       = {Benjamin Kuipers and
                  Thomas R. Shultz and
                  Alexander Stoytchev and
                  Chen Yu},
  title        = {Prenatal to postnatal transfer of motor skills through motor-compatible
                  sensory representations},
  booktitle    = {2010 {IEEE} 9th International Conference on Development and Learning,
                  {ICDL} 2010, Ann Arbor, MI, USA, August 18-21, 2010},
  pages        = {185--190},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/DEVLRN.2010.5578844},
  doi          = {10.1109/DEVLRN.2010.5578844},
  timestamp    = {Thu, 29 Jul 2021 12:02:58 +0200},
  biburl       = {https://dblp.org/rec/conf/icdl/MannC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/JangMC08,
  author       = {Bum Soon Jang and
                  Timothy A. Mann and
                  Yoonsuck Choe},
  title        = {Effects of Varying the Delay Distribution in Random, Scale-free, and
                  Small-world Networks},
  booktitle    = {The 2008 {IEEE} International Conference on Granular Computing, GrC
                  2008, Hangzhou, China, 26-28 August 2008},
  pages        = {316--321},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/GRC.2008.4664763},
  doi          = {10.1109/GRC.2008.4664763},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/JangMC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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