Jacob Beck

According to our database, Jacob Beck authored at least 20 papers between 1985 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SplAgger: Split Aggregation for Meta-Reinforcement Learning.

Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Zheng Xiong, Shimon Whiteson

CoRR, 2024

Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control.

Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Quality aspects of annotated data.

Jacob Beck

AStA Wirtschafts und Sozialstatistisches Arch., December, 2023

A Survey of Meta-Reinforcement Learning.

Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa M. Zintgraf, Chelsea Finn, Shimon Whiteson

CoRR, 2023

Feeling the Slope? Teleoperation of a mobile robot using a 7DOF haptic device with attitude feedback.

Rute Luz, Aaron Pereira, José G. P. Corujeira, Thomas Krüger, Jacob Beck, Emiel Boudewijn den Exter, Thibaud Chupin, José Luís Silva, Rodrigo Ventura

Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

Recurrent Hypernetworks are Surprisingly Strong in Meta-RL.

Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Universal Morphology Control via Contextual Modulation.

Zheng Xiong, Jacob Beck, Shimon Whiteson

Proceedings of the International Conference on Machine Learning, 2023

Annotation Sensitivity: Training Data Collection Methods Affect Model Performance.

Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Trust Region Bounds for Decentralized PPO Under Non-stationarity.

Mingfei Sun, Sam Devlin, Jacob Beck, Katja Hofmann, Shimon Whiteson

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

An Investigation of the Bias-Variance Tradeoff in Meta-Gradients.

Risto Vuorio, Jacob Beck, Shimon Whiteson, Jakob N. Foerster, Gregory Farquhar

CoRR, 2022

Improving Labeling Through Social Science Insights: Results and Research Agenda.

Jacob Beck, Stephanie Eckman, Robert F. Chew, Frauke Kreuter

Proceedings of the HCI International 2022 - Late Breaking Papers: Interacting with eXtended Reality and Artificial Intelligence, 2022

Hypernetworks in Meta-Reinforcement Learning.

Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Shimon Whiteson

Proceedings of the Conference on Robot Learning, 2022

2021

On the Practical Consistency of Meta-Reinforcement Learning Algorithms.

Zheng Xiong, Luisa M. Zintgraf, Jacob Beck, Risto Vuorio, Shimon Whiteson

CoRR, 2021

2020

AMRL: Aggregated Memory For Reinforcement Learning.

Jacob Beck, Kamil Ciosek, Sam Devlin, Sebastian Tschiatschek, Cheng Zhang, Katja Hofmann

Proceedings of the 8th International Conference on Learning Representations, 2020

Does the number sense represent number?

Sam Pablo Clarke, Jacob Beck

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

ReNeg and Backseat Driver: Learning from Demonstration with Continuous Human Feedback.

Jacob Beck, Zoe Papakipos, Michael L. Littman

CoRR, 2019

Stackelberg Punishment and Bully-Proofing Autonomous Vehicles.

Matt Cooper, Jun Ki Lee, Jacob Beck, Joshua D. Fishman, Michael Gillett, Zoë Papakipos, Aaron Zhang, Jerome Ramos, Aansh Shah, Michael L. Littman

Proceedings of the Social Robotics - 11th International Conference, 2019

2018

Neural Mesh: Introducing a Notion of Space and Conservation of Energy to Neural Networks.

Jacob Beck, Zoe Papakipos

CoRR, 2018

1987

Spatial frequency channels and perceptual grouping in texture segregation.

Jacob Beck, Anne Sutter, Richard B. Ivry

Comput. Vis. Graph. Image Process., 1987

1985

Perception of transparency in man and machine.

Jacob Beck

Comput. Vis. Graph. Image Process., 1985