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2020 – today
- 2024
[c12]Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson:
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control. ICML 2024- [c11]Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Zheng Xiong, Shimon Whiteson:
SplAgger: Split Aggregation for Meta-Reinforcement Learning. RLC 2024: 450-469 - [i12]Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson:
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control. CoRR abs/2402.06570 (2024) - [i11]Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Zheng Xiong, Shimon Whiteson:
SplAgger: Split Aggregation for Meta-Reinforcement Learning. CoRR abs/2403.03020 (2024) - 2023
- [j3]Jacob Beck
:
Quality aspects of annotated data. AStA Wirtschafts und Sozialstatistisches Arch. 17(3): 331-353 (2023) - [c10]Mingfei Sun, Sam Devlin, Jacob Beck, Katja Hofmann, Shimon Whiteson:
Trust Region Bounds for Decentralized PPO Under Non-stationarity. AAMAS 2023: 5-13 - [c9]Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter:
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. EMNLP (Findings) 2023: 14874-14886 - [c8]Zheng Xiong, Jacob Beck, Shimon Whiteson:
Universal Morphology Control via Contextual Modulation. ICML 2023: 38286-38300 - [c7]Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson:
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL. NeurIPS 2023 - [c6]Rute Luz, Aaron Pereira, José G. P. Corujeira, Thomas Krüger, Jacob Beck, Emiel Boudewijn den Exter, Thibaud Chupin, José Luís Silva, Rodrigo Ventura:
Feeling the Slope? Teleoperation of a mobile robot using a 7DOF haptic device with attitude feedback. RO-MAN 2023: 392-398 - [i10]Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa M. Zintgraf, Chelsea Finn, Shimon Whiteson:
A Survey of Meta-Reinforcement Learning. CoRR abs/2301.08028 (2023) - [i9]Zheng Xiong, Jacob Beck, Shimon Whiteson:
Universal Morphology Control via Contextual Modulation. CoRR abs/2302.11070 (2023) - [i8]Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson:
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL. CoRR abs/2309.14970 (2023) - [i7]Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter:
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. CoRR abs/2311.14212 (2023) - 2022
- [c5]Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Shimon Whiteson:
Hypernetworks in Meta-Reinforcement Learning. CoRL 2022: 1478-1487 - [c4]Jacob Beck, Stephanie Eckman, Robert F. Chew, Frauke Kreuter:
Improving Labeling Through Social Science Insights: Results and Research Agenda. HCI (43) 2022: 245-261 - [i6]Risto Vuorio, Jacob Beck, Shimon Whiteson, Jakob N. Foerster, Gregory Farquhar:
An Investigation of the Bias-Variance Tradeoff in Meta-Gradients. CoRR abs/2209.11303 (2022) - [i5]Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Shimon Whiteson:
Hypernetworks in Meta-Reinforcement Learning. CoRR abs/2210.11348 (2022) - 2021
- [i4]Zheng Xiong, Luisa M. Zintgraf, Jacob Beck, Risto Vuorio, Shimon Whiteson:
On the Practical Consistency of Meta-Reinforcement Learning Algorithms. CoRR abs/2112.00478 (2021) - 2020
- [c3]Sam Pablo Clarke, Jacob Beck:
Does the number sense represent number? CogSci 2020 - [c2]Jacob Beck, Kamil Ciosek, Sam Devlin, Sebastian Tschiatschek, Cheng Zhang, Katja Hofmann:
AMRL: Aggregated Memory For Reinforcement Learning. ICLR 2020
2010 – 2019
- 2019
- [c1]Matt Cooper, Jun Ki Lee, Jacob Beck, Joshua D. Fishman, Michael Gillett, Zoë Papakipos, Aaron Zhang, Jerome Ramos, Aansh Shah, Michael L. Littman:
Stackelberg Punishment and Bully-Proofing Autonomous Vehicles. ICSR 2019: 368-377 - [i3]Jacob Beck, Zoe Papakipos, Michael L. Littman:
ReNeg and Backseat Driver: Learning from Demonstration with Continuous Human Feedback. CoRR abs/1901.05101 (2019) - [i2]Matt Cooper, Jun Ki Lee, Jacob Beck, Joshua D. Fishman, Michael Gillett, Zoë Papakipos, Aaron Zhang, Jerome Ramos, Aansh Shah, Michael L. Littman:
Stackelberg Punishment and Bully-Proofing Autonomous Vehicles. CoRR abs/1908.08641 (2019) - 2018
- [i1]Jacob Beck, Zoe Papakipos:
Neural Mesh: Introducing a Notion of Space and Conservation of Energy to Neural Networks. CoRR abs/1807.11121 (2018)
1980 – 1989
- 1987
- [j2]Jacob Beck, Anne Sutter, Richard B. Ivry:
Spatial frequency channels and perceptual grouping in texture segregation. Comput. Vis. Graph. Image Process. 37(2): 299-325 (1987) - 1985
- [j1]Jacob Beck:
Perception of transparency in man and machine. Comput. Vis. Graph. Image Process. 31(2): 127-138 (1985)
Coauthor Index
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