RLLTE: Long-Term Evolution Project of Reinforcement Learning

Human-level control through deep reinforcement learning

Mnih, V.; Kavukcuoglu, K.; Silver, D.; Rusu, A. A.; Veness, J.; Bellemare, M. G.; Graves, A.; Riedmiller, M.; Fidjeland, A. K.; Ostrovski, G.; et al. 2015 · 2015

Earlier work this paper cites.

OpenAI Gym

Original

Brockman, G.; Cheung, V.; Pettersson, L.; Schneider, J.; Schulman, J.; Tang, J.; and Zaremba, W. 2016 · 2016

Earlier work this paper cites.

Curiosity-driven exploration by self-supervised prediction

Pathak, D.; Agrawal, P.; Efros, A. A.; and Darrell, T. 2017 · 2017

Earlier work this paper cites.

Mastering the game of go without human knowledge

Silver, D.; Schrittwieser, J.; Simonyan, K.; Antonoglou, I.; Huang, A.; Guez, A.; Hubert, T.; Baker, L.; Lai, M.; Bolton, A.; et al. 2017 · 2017

Earlier work this paper cites.

Reinforcement learning with augmented data

Laskin, M.; Lee, K.; Stooke, A.; Pinto, L.; Abbeel, P.; and Srinivas, A. 2020 · 2020

Cited alongside, same era.

Curl: Contrastive unsupervised representations for reinforcement learning

Laskin, M.; Srinivas, A.; and Abbeel, P. 2020 · 2020

Cited alongside, same era.

RIDE: Rewarding Impact-Driven Exploration for Procedurally-Generated Environments

Raileanu, R.; Rocktäschel, T.; and Raileanu, R. 2020 · 2020

Cited alongside, same era.

Stable-baselines3: Reliable reinforcement learning implementations

Raffin, A.; Hill, A.; Gleave, A.; Kanervisto, A.; Ernestus, M.; and Dormann, N. 2021 · 2021

Cited alongside, same era.

Cleanrl: High-quality single-file implementations of deep reinforcement learning algorithms

Huang, S.; Dossa, R. F. J.; Ye, C.; Braga, J.; Chakraborty, D.; Mehta, K.; and Araújo, J. G. 2022 · 2022

Later among the works it cites.

Tianshou: A highly modularized deep reinforcement learning library

Weng, J.; Chen, H.; Yan, D.; You, K.; Duburcq, A.; Zhang, M.; Su, Y.; Su, H.; and Zhu, J. 2022 · 2022

Later among the works it cites.

Faster sorting algorithms discovered using deep reinforcement learning

Mankowitz, D. J.; Michi, A.; Zhernov, A.; Gelmi, M.; Selvi, M.; Paduraru, C.; Leurent, E.; Iqbal, S.; Lespiau, J.-B.; Ahern, A.; et al. 2023 · 2023

Closest in time.

Gymnasium: A Standard Interface for Reinforcement Learning Environments

Original

Towers, M.; Kwiatkowski, A.; Terry, J.; Balis, J. U.; De Cola, G.; Deleu, T.; Goulão, M.; Kallinteris, A.; Krimmel, M.; KG, A.; et al. 2024 · 2024

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