Jacob Beck

36 papers A* 5A 1B 3Misc 1Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey of In-Context Reinforcement Learning.
CoRR
Amir Moeini, Jiuqi Wang, Jacob Beck, Ethan Blaser, Shimon Whiteson, Rohan Chandra, Shangtong Zhang
2025 J jnl
A Tutorial on Meta-Reinforcement Learning.
Found. Trends Mach. Learn.
Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa M. Zintgraf, Chelsea Finn, Shimon Whiteson
2025 J jnl
Bias in the Loop: How Humans Evaluate AI-Generated Suggestions.
CoRR
Jacob Beck, Stephanie Eckman, Christoph Kern, Frauke Kreuter
2025 A* conf
Metalic: Meta-Learning In-Context with Protein Language Models.
ICLR
Jacob Beck, Shikha Surana, Manus McAuliffe, Oliver Bent, Thomas D. Barrett, Juan Jose Garau-Luis, Paul Duckworth
2025 J jnl
SFO: Piloting VLM Feedback for Offline RL.
CoRR
Jacob Beck
2025 J jnl
Toward Integrating ChatGPT Into Satellite Image Annotation Workflows: A Comparison of Label Quality and Costs of Human and Automated Annotators.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jacob Beck, Lukas Malte Kemeter, Konrad Dürrbeck, Mohamed Hesham Ibrahim Abdalla, Frauke Kreuter
2024 J jnl
Cracking the Code: Evaluating Zero-Shot Prompting Methods for Providing Programming Feedback.
CoRR
Niklas Ippisch, Anna-Carolina Haensch, Jan Simson, Jacob Beck, Markus Herklotz, Malte Schierholz
2024 A* conf
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control.
ICML
Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson
2024 J jnl
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control.
CoRR
Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson
2024 J jnl
Metalic: Meta-Learning In-Context with Protein Language Models.
CoRR
Jacob Beck, Shikha Surana, Manus McAuliffe, Oliver Bent, Thomas D. Barrett, Juan Jose Garau Luis, Paul Duckworth
2024 J jnl
SplAgger: Split Aggregation for Meta-Reinforcement Learning.
RLJ
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Zheng Xiong, Shimon Whiteson
2024 J jnl
SplAgger: Split Aggregation for Meta-Reinforcement Learning.
CoRR
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Zheng Xiong, Shimon Whiteson
2023 J jnl
A Survey of Meta-Reinforcement Learning.
CoRR
Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa M. Zintgraf, Chelsea Finn, Shimon Whiteson
2023 — conf
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance.
EMNLP (Findings)
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
2023 J jnl
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance.
CoRR
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
2023 B conf
Feeling the Slope? Teleoperation of a mobile robot using a 7DOF haptic device with attitude feedback.
RO-MAN
Rute Luz, Aaron Pereira, José G. P. Corujeira, Thomas Krüger, Jacob Beck, Emiel Boudewijn den Exter, Thibaud Chupin, José Luís Silva, Rodrigo Ventura
2023 — conf
On the Challenges and Practices of Reinforcement Learning from Real Human Feedback.
PKDD/ECML Workshops (2)
Timo Kaufmann, Sarah Ball, Jacob Beck, Eyke Hüllermeier, Frauke Kreuter
2023 J jnl
Quality aspects of annotated data.
AStA Wirtschafts und Sozialstatistisches Arch.
Jacob Beck
2023 A* conf
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL.
NeurIPS
Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson
2023 J jnl
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL.
CoRR
Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson
2023 A conf
Trust Region Bounds for Decentralized PPO Under Non-stationarity.
AAMAS
Mingfei Sun, Sam Devlin, Jacob Beck, Katja Hofmann, Shimon Whiteson
2023 A* conf
Universal Morphology Control via Contextual Modulation.
ICML
Zheng Xiong, Jacob Beck, Shimon Whiteson
2023 J jnl
Universal Morphology Control via Contextual Modulation.
CoRR
Zheng Xiong, Jacob Beck, Shimon Whiteson
2022 J jnl
An Investigation of the Bias-Variance Tradeoff in Meta-Gradients.
CoRR
Risto Vuorio, Jacob Beck, Shimon Whiteson, Jakob N. Foerster, Gregory Farquhar
2022 Misc conf
Hypernetworks in Meta-Reinforcement Learning.
CoRL
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Shimon Whiteson
2022 J jnl
Hypernetworks in Meta-Reinforcement Learning.
CoRR
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Shimon Whiteson
2022 — conf
Improving Labeling Through Social Science Insights: Results and Research Agenda.
HCI (43)
Jacob Beck, Stephanie Eckman, Robert F. Chew, Frauke Kreuter
2021 J jnl
On the Practical Consistency of Meta-Reinforcement Learning Algorithms.
CoRR
Zheng Xiong, Luisa M. Zintgraf, Jacob Beck, Risto Vuorio, Shimon Whiteson
2020 A* conf
AMRL: Aggregated Memory For Reinforcement Learning.
ICLR
Jacob Beck, Kamil Ciosek, Sam Devlin, Sebastian Tschiatschek, Cheng Zhang, Katja Hofmann
2020 B conf
Does the number sense represent number?
CogSci
Sam Pablo Clarke, Jacob Beck
2019 J jnl
ReNeg and Backseat Driver: Learning from Demonstration with Continuous Human Feedback.
CoRR
Jacob Beck, Zoe Papakipos, Michael L. Littman
2019 B conf
Stackelberg Punishment and Bully-Proofing Autonomous Vehicles.
ICSR
Matt Cooper, Jun Ki Lee, Jacob Beck, Joshua D. Fishman, Michael Gillett, Zoë Papakipos, Aaron Zhang, Jerome Ramos, Aansh Shah, Michael L. Littman
2019 J jnl
Stackelberg Punishment and Bully-Proofing Autonomous Vehicles.
CoRR
Matt Cooper, Jun Ki Lee, Jacob Beck, Joshua D. Fishman, Michael Gillett, Zoë Papakipos, Aaron Zhang, Jerome Ramos, Aansh Shah, Michael L. Littman
2018 J jnl
Neural Mesh: Introducing a Notion of Space and Conservation of Energy to Neural Networks.
CoRR
Jacob Beck, Zoe Papakipos
1987 J jnl
Spatial frequency channels and perceptual grouping in texture segregation.
Comput. Vis. Graph. Image Process.
Jacob Beck, Anne Sutter, Richard B. Ivry
1985 J jnl
Perception of transparency in man and machine.
Comput. Vis. Graph. Image Process.
Jacob Beck