Sample-efficient reinforcement learning with knowledge-embedded hybrid model for optimal control of mining industry

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Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper)

arXiv (Cornell University) · 2017 · 11.3K citations · Full text

Computing, Computer Science, Algorithms +16

Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor

Tuomas Haarnoja, Aurick Zhou, Pieter Abbeel et al. · arXiv (Cornell University) · 2018 · 3.5K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Addressing Function Approximation Error in Actor-Critic Methods

Scott Fujimoto, Herke van Hoof, David Meger · arXiv (Cornell University) · 2018 · 2.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Dyna, an integrated architecture for learning, planning, and reacting

Richard S. Sutton · ACM SIGART Bulletin · 1991 · 767 citations

Computing, Autonomous Systems, Computer Science +15