Jacob Beck

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 23

Top Topics

Temporal Difference

Reinforcement Learning

Top Venues

Publications

Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control. CoRR (2024)
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Zheng Xiong, Shimon Whiteson
SplAgger: Split Aggregation for Meta-Reinforcement Learning. CoRR (2024)
Zheng Xiong, Jacob Beck, Shimon Whiteson
Universal Morphology Control via Contextual Modulation. CoRR (2023)
Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL. CoRR (2023)
Mingfei Sun, Sam Devlin, Jacob Beck, Katja Hofmann, Shimon Whiteson
Trust Region Bounds for Decentralized PPO Under Non-stationarity. AAMAS (2023)
Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa M. Zintgraf, Chelsea Finn, Shimon Whiteson
A Survey of Meta-Reinforcement Learning. CoRR (2023)
Jacob Beck
Quality aspects of annotated data. AStA Wirtschafts und Sozialstatistisches Arch. 17 (3) (2023)
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)
Zheng Xiong, Jacob Beck, Shimon Whiteson
Universal Morphology Control via Contextual Modulation. ICML (2023)
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. EMNLP (Findings) (2023)
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. CoRR (2023)
Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL. NeurIPS (2023)
Jacob Beck, Stephanie Eckman, Robert F. Chew, Frauke Kreuter
Improving Labeling Through Social Science Insights: Results and Research Agenda. HCI (43) (2022)
Risto Vuorio, Jacob Beck, Shimon Whiteson, Jakob N. Foerster, Gregory Farquhar
An Investigation of the Bias-Variance Tradeoff in Meta-Gradients. CoRR (2022)
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Shimon Whiteson
Hypernetworks in Meta-Reinforcement Learning. CoRR (2022)
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Shimon Whiteson
Hypernetworks in Meta-Reinforcement Learning. CoRL (2022)
Zheng Xiong, Luisa M. Zintgraf, Jacob Beck, Risto Vuorio, Shimon Whiteson
On the Practical Consistency of Meta-Reinforcement Learning Algorithms. CoRR (2021)
Sam Clarke, Jacob Beck
Does the number sense represent number? CogSci (2020)
Jacob Beck, Kamil Ciosek, Sam Devlin, Sebastian Tschiatschek, Cheng Zhang, Katja Hofmann
AMRL: Aggregated Memory For Reinforcement Learning. ICLR (2020)
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 (2019)
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)
Jacob Beck, Zoe Papakipos, Michael L. Littman
ReNeg and Backseat Driver: Learning from Demonstration with Continuous Human Feedback. CoRR (2019)
Jacob Beck, Zoe Papakipos
Neural Mesh: Introducing a Notion of Space and Conservation of Energy to Neural Networks. CoRR (2018)
Jacob Beck, Anne Sutter, Richard B. Ivry
Spatial frequency channels and perceptual grouping in texture segregation. Comput. Vis. Graph. Image Process. 37 (2) (1987)
Jacob Beck
Perception of transparency in man and machine. Comput. Vis. Graph. Image Process. 31 (2) (1985)