OpenCodePapers

atari-games-on-atari-2600-atlantis

Video GamesAtari Games
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PaperCodeScoreModelNameReleaseDate
Generalized Data Distribution Iteration3837300GDI-H32022-06-07
Generalized Data Distribution Iteration3803000GDI-I32022-06-07
Self-Imitation Learning✓ Link3084781.7A2C + SIL2018-06-14
Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization✓ Link2193605.67POP3D2018-07-02
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link1674767.20MuZero2019-11-19
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link1620764.0R2D22019-05-01
Agent57: Outperforming the Atari Human Benchmark✓ Link1528841.76Agent572020-03-30
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link1465250Persistent AL2015-12-15
Evolution Strategies as a Scalable Alternative to Reinforcement Learning✓ Link1267410.0ES FF (1 hour) noop2017-03-10
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link1137475.12MuZero (Res2 Adam)2021-04-13
Deep Exploration via Bootstrapped DQN✓ Link994500Bootstrapped DQN2016-02-15
Mastering Atari with Discrete World Models✓ Link978778DreamerV22020-10-05
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link978200IQN2018-06-14
Noisy Networks for Exploration✓ Link972175NoisyNet-Dueling2017-06-30
Distributional Reinforcement Learning with Quantile Regression✓ Link971850QR-DQN-12017-10-27
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link947275ASL DDQN2023-05-07
Distributed Prioritized Experience Replay✓ Link944497.5Ape-X2018-03-02
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link932559DNA2022-06-20
Asynchronous Methods for Deep Reinforcement Learning✓ Link911091.0A3C FF hs2016-02-04
Asynchronous Methods for Deep Reinforcement Learning✓ Link875822.0A3C LSTM hs2016-02-04
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link849967.50IMPALA (deep)2018-02-05
A Distributional Perspective on Reinforcement Learning✓ Link841075.0C51 noop2017-07-21
Asynchronous Methods for Deep Reinforcement Learning✓ Link772392.0A3C FF (1 day) hs2016-02-04
Massively Parallel Methods for Deep Reinforcement Learning✓ Link629166.5Gorila2015-07-15
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link553591.67Advantage Learning2015-12-15
Dueling Network Architectures for Deep Reinforcement Learning✓ Link445360.0Duel hs2015-11-20
Deep Reinforcement Learning with Double Q-learning✓ Link423252.0Prior+Duel hs2015-09-22
Dueling Network Architectures for Deep Reinforcement Learning✓ Link395762.0Prior+Duel noop2015-11-20
Dueling Network Architectures for Deep Reinforcement Learning✓ Link382572.0Duel noop2015-11-20
Prioritized Experience Replay✓ Link357324.0Prior noop2015-11-18
Learning values across many orders of magnitude340076.0DDQN+Pop-Art noop2016-02-24
Prioritized Experience Replay✓ Link330647.0Prior hs2015-11-18
Deep Reinforcement Learning with Double Q-learning✓ Link319688.0DDQN (tuned) hs2015-09-22
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning302831.0Reactor 500M2017-04-15
Deep Reinforcement Learning with Double Q-learning✓ Link292491.0DQN hs2015-09-22
Deep Reinforcement Learning with Double Q-learning✓ Link279987.0DQN noop2015-09-22
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link193858UCT2012-07-19
Dueling Network Architectures for Deep Reinforcement Learning✓ Link106056.0DDQN (tuned) noop2015-11-20
Evolving simple programs for playing Atari games✓ Link99240CGP2018-06-14
Human level control through deep reinforcement learning✓ Link85641.0Nature DQN2015-02-25
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link62687Best Learner2012-07-19
[]()852.9SARSA
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