Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 28.8K citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +3

Reinforcement Learning: An Introduction

Richard S. Sutton, Andy Barto · IEEE Transactions on Neural Networks · 1998 · 26.8K citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +3

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison et al. · Nature · 2016 · 15.5K citations

Artificial Intelligence, Game Ai, Deep Neural Networks +10

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

arXiv (Cornell University) · 2017 · 11.2K citations · Full text

Markov Decision Processes: Discrete Stochastic Dynamic Programming.

Kasra Hazeghi, Martin L. Puterman · Journal of the American Statistical Association · 1995 · 8.4K citations

Markov Decision Process, Engineering, Stochastic Game +15