Multiagent Cooperation and Competition with Deep Reinforcement Learning

Learning from delayed rewards

Christopher John Cornish Hellaby Watkins · 1989

Earlier work this paper cites.

Reinforcement learning for robots using neural networks

Long-Ji Lin · 1993

Earlier work this paper cites.

Multi-agent reinforcement learning: Independent vs. cooperative agents

Ming Tan · 1993

Earlier work this paper cites.

The dynamics of reinforcement learning in cooperative multiagent systems

Caroline Claus and Craig Boutilier · 1998

Earlier work this paper cites.

Reinforcement learning: An introduction

Richard S Sutton and Andrew G Barto · 1998

Earlier work this paper cites.

Stella: a multiplatform atari 2600 vcs emulator

BW Mott and S Anthony · 2003

Earlier work this paper cites.

A comprehensive survey of multiagent reinforcement learning

Lucian Busoniu, Robert Babuska, and Bart De Schutter · 2008

Cited alongside, same era.

Double q-learning

Hado V Hasselt · 2010

Cited alongside, same era.

Artificial Intelligence: foundations of computational agents

David L Poole and Alan K Mackworth · 2010

Cited alongside, same era.

Collective animal behavior

David JT Sumpter · 2010

Cited alongside, same era.

The arcade learning environment: An evaluation platform for general agents

Original

Marc G Bellemare, Yavar Naddaf, Joel Veness, and Michael Bowling · 2012

Cited alongside, same era.

Evolving large-scale neural networks for vision-based reinforcement learning

Jan Koutník, Giuseppe Cuccu, Jürgen Schmidhuber, and Faustino Gomez · 2013

Later among the works it cites.

Playing atari with deep reinforcement learning

Original

Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, and Martin Riedmiller · 2013

Later among the works it cites.

Multi-Agent Machine Learning: A Reinforcement Approach

Howard M Schwartz · 2014

Later among the works it cites.

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski, et al · 2015

Closest in time.

Prioritized experience replay

Original

Tom Schaul, John Quan, Ioannis Antonoglou, and David Silver · 2015

Closest in time.