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BibTeX records: Timothy A. Mann
@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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