MushroomRL: Simplifying Reinforcement Learning Research

Reinforcement learning: An introduction , volume 1

Richard S Sutton and Andrew G Barto · 1998

Earlier work this paper cites.

Rl-glue: Language-independent software for reinforcement-learning experiments

Brian Tanner and Adam White · 2009

Earlier work this paper cites.

Mujoco: A physics engine for model-based control

Emanuel Todorov, Tom Erez, and Yuval Tassa · 2012

Earlier work this paper cites.

The arcade learning environment: An evaluation platform for general agents

Marc G Bellemare, Yavar Naddaf, Joel Veness, and Michael Bowling · 2013

Earlier work this paper 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

Cited alongside, same era.

Openai gym, 2016

Greg Brockman, Vicki Cheung, Ludwig Pettersson, Jonas Schneider, John Schulman, Jie Tang, and Wojciech Zaremba · 2016

Cited alongside, same era.

Benchmarking deep reinforcement learning for continuous control

Yan Duan, Xi Chen, Rein Houthooft, John Schulman, and Pieter Abbeel · 2016

Cited alongside, same era.

keras-rl

Matthias Plappert · 2016

Cited alongside, same era.

Openai baselines

Prafulla Dhariwal, Christopher Hesse, Oleg Klimov, Alex Nichol, Matthias Plappert, Alec Radford, John Schulman, Szymon Sidor, Yuhuai Wu, and Peter Zhokhov · 2017

Later among the works it cites.

Tensorforce: a tensorflow library for applied reinforcement learning

Alexander Kuhnle, Michael Schaarschmidt, and Kai Fricke · 2017

Later among the works it cites.

Stable baselines

Ashley Hill, Antonin Raffin, Maximilian Ernestus, Adam Gleave, Rene Traore, Prafulla Dhariwal, Christopher Hesse, Oleg Klimov, Alex Nichol, Matthias Plappert, Alec Radford, John Schulman, Szymon Sidor, and Yuhuai Wu · 2018

Later among the works it cites.

Deepmind control suite

Original

Yuval Tassa, Yotam Doron, Alistair Muldal, Tom Erez, Yazhe Li, Diego de Las Casas, David Budden, Abbas Abdolmaleki, Josh Merel, Andrew Lefrancq, et al · 2018

Later among the works it cites.