OpenCodePapers

atari-games-on-atari-2600-surround

Video GamesAtari Games
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PaperCodeScoreModelNameReleaseDate
Noisy Networks for Exploration✓ Link10NoisyNet-Dueling2017-06-30
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link9.99MuZero2019-11-19
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link9.9R2D22019-05-01
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link9.9MuZero (Res2 Adam)2021-04-13
Agent57: Outperforming the Atari Human Benchmark✓ Link9.5Agent572020-03-30
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link9.4IQN2018-06-14
Distributional Reinforcement Learning with Quantile Regression✓ Link8.2QR-DQN-12017-10-27
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link7.56IMPALA (deep)2018-02-05
Distributed Prioritized Experience Replay✓ Link7.1Ape-X2018-03-02
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link5.3DNA2022-06-20
Generalized Data Distribution Iteration2.606GDI-H32022-06-07
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link2.5ASL DDQN2023-05-07
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link0.72Persistent AL2015-12-15
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning-7.8GDI-I32021-06-11
Generalized Data Distribution Iteration-7.8GDI-I32022-06-07
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