Concepedia

Lucas Lehnert

LL

Statistics

Publications

5

Citations

192

H-Index

5

Active since

2017

Affiliations

Brown University(Current)

Lucas Lehnert is an author at Brown University specializing in computer science, artificial intelligence, and policy learning.

ORCID

Publications per year

2017–2020

5

Publications

5

State Abstractions for Lifelong Reinforcement Learning

David Abel, Dilip Arumugam, Lucas Lehnert et al. · International Conference on Machine Learning · 2018 · 71 citations

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Reward-predictive representations generalize across tasks in reinforcement learning

Lucas Lehnert, Michael L. Littman, Michael J. Frank · PLoS Computational Biology · 2020 · 41 citations · Full text

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Advantages and Limitations of using Successor Features for Transfer in Reinforcement Learning

Lucas Lehnert, Stefanie Tellex, Michael L. Littman · arXiv (Cornell University) · 2017 · 40 citations · Full text

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Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning

Lucas Lehnert, Michael L. Littman · arXiv (Cornell University) · 2019 · 21 citations · Full text

, , +14

On Value Function Representation of Long Horizon Problems

Lucas Lehnert, Romain Laroche, Harm van Seijen · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 19 citations · Full text

, , +12

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