David Abel

Near Optimal Behavior via Approximate State Abstraction

David Abel, D Ellis Hershkowitz, Michael L. Littman · arXiv (Cornell University) · 2017 · 109 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

People construct simplified mental representations to plan

Mark K. Ho, David Abel, Carlos G. Correa et al. · Nature · 2022 · 105 citations · Full text

Cognitive Architecture, Cognitive Science, Mental Representation +9

Reinforcement Learning as a Framework for Ethical Decision Making

David Abel, James MacGlashan, Michael L. Littman · 2016 · 76 citations

Artificial Intelligence, Engineering, Agent Decision-making +17

State Abstractions for Lifelong Reinforcement Learning

David Abel, Dilip Arumugam, Lucas Lehnert et al. · International Conference on Machine Learning · 2018 · 70 citations

Artificial Intelligence, Engineering, Machine Learning +8

Policy and Value Transfer in Lifelong Reinforcement Learning

David Abel, Yuu Jinnai, Yue Guo et al. · International Conference on Machine Learning · 2018 · 38 citations

Artificial Intelligence, Cognitive Science, Autonomous Learning +7