Training LLM Agents to Empower Humans
Evan Ellis, Vivek Myers, Jens Tuyls, Sergey Levine, Anca D. Dragan, Benjamin Eysenbach
NeurIPS 2025 | October 2025
Jens Tuyls
Senior Researcher
Publications
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Learning When to Plan: Efficiently Allocating Test-Time Compute for LLM Agents
Davide Paglieri, Bartlomiej Cupial, Jonathan Cook, Ulyana Piterbarg, Jens Tuyls, Edward Grefenstette, J. Foerster, Jack Parker-Holder, Tim Rocktaschel
September 2025
arXiv | September 2025
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Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning
Chongyi Zheng, Jens Tuyls, Jeff Peng, Benjamin Eysenbach
ICLR 2025 | December 2024
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Training LLM Agents to Empower Humans
Evan Ellis, Vivek Myers, Jens Tuyls, Sergey Levine, Anca D. Dragan, Benjamin Eysenbach
NeurIPS 2025 | October 2025
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Learning When to Plan: Efficiently Allocating Test-Time Compute for LLM Agents
Davide Paglieri, Bartlomiej Cupial, Jonathan Cook, Ulyana Piterbarg, Jens Tuyls, Edward Grefenstette, J. Foerster, Jack Parker-Holder, Tim Rocktaschel
September 2025
arXiv | September 2025
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Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning
Chongyi Zheng, Jens Tuyls, Jeff Peng, Benjamin Eysenbach
ICLR 2025 | December 2024
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Training LLM Agents to Empower Humans
Evan Ellis, Vivek Myers, Jens Tuyls, Sergey Levine, Anca D. Dragan, Benjamin Eysenbach
NeurIPS 2025 | October 2025
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Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning
Chongyi Zheng, Jens Tuyls, Jeff Peng, Benjamin Eysenbach
ICLR 2025 | December 2024
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Learning When to Plan: Efficiently Allocating Test-Time Compute for LLM Agents
Davide Paglieri, Bartlomiej Cupial, Jonathan Cook, Ulyana Piterbarg, Jens Tuyls, Edward Grefenstette, J. Foerster, Jack Parker-Holder, Tim Rocktaschel
September 2025
arXiv | September 2025
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