Nathan Foss

Human-Level Reinforcement Learning through Theory-Based Modeling, Exploration, and Planning

2021 · arXiv (Cornell University)

Reinforcement learning (RL) studies how an agent comes to achieve reward in an environment through interactions over time. Recent advances in machine RL have surpassed human expertise at the world's oldest board games and many …