OpenCodePapers

atari-games-on-atari-2600-amidar

Video GamesAtari Games
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PaperCodeScoreModelNameReleaseDate
Agent57: Outperforming the Atari Human Benchmark✓ Link29660.08Agent572020-03-30
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link29321.4R2D22019-05-01
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link28634.39MuZero2019-11-19
Distributed Prioritized Experience Replay✓ Link8659.2Ape-X2018-03-02
Noisy Networks for Exploration✓ Link3537NoisyNet-Dueling2017-06-30
Fully Parameterized Quantile Function for Distributional Reinforcement Learning✓ Link3165.3FQF2019-11-05
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link2946IQN2018-06-14
Mastering Atari with Discrete World Models✓ Link2577DreamerV22020-10-05
Dueling Network Architectures for Deep Reinforcement Learning✓ Link2354.5Duel noop2015-11-20
Dueling Network Architectures for Deep Reinforcement Learning✓ Link2296.8Prior+Duel noop2015-11-20
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link2232.3ASL DDQN2023-05-07
Prioritized Experience Replay✓ Link1838.9Prior noop2015-11-18
Dueling Network Architectures for Deep Reinforcement Learning✓ Link1793.3DDQN (tuned) noop2015-11-20
A Distributional Perspective on Reinforcement Learning✓ Link1735.0C51 noop2017-07-21
Distributional Reinforcement Learning with Quantile Regression✓ Link1641QR-DQN-12017-10-27
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link1557.43Advantage Learning2015-12-15
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link1554.79IMPALA (deep)2018-02-05
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link1451.65Persistent AL2015-12-15
Generalized Data Distribution Iteration1442GDI-I32022-06-07
Self-Imitation Learning✓ Link1362A2C + SIL2018-06-14
Deep Exploration via Bootstrapped DQN✓ Link1272.5Bootstrapped DQN2016-02-15
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link1197.38MuZero (Res2 Adam)2021-04-13
Generalized Data Distribution Iteration1065GDI-H32022-06-07
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link1025DNA2022-06-20
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning1015.8Reactor 500M2017-04-15
Deep Reinforcement Learning with Double Q-learning✓ Link978.0DQN noop2015-09-22
Learning values across many orders of magnitude782.5DDQN+Pop-Art noop2016-02-24
Human level control through deep reinforcement learning✓ Link739.5Nature DQN2015-02-25
Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization✓ Link729.15POP3D2018-07-02
Value Prediction Network✓ Link641VPN2017-07-11
Asynchronous Methods for Deep Reinforcement Learning✓ Link283.9A3C FF (1 day) hs2016-02-04
Asynchronous Methods for Deep Reinforcement Learning✓ Link263.9A3C FF hs2016-02-04
Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings✓ Link250.5Rainbow+SEER2021-03-04
Deep Reinforcement Learning with Double Q-learning✓ Link238.4Prior+Duel hs2015-09-22
Dueling Network Architectures for Deep Reinforcement Learning✓ Link238.4Prior+Duel hs2015-11-20
CURL: Contrastive Unsupervised Representations for Reinforcement Learning✓ Link232.3CURL2020-04-08
Evolving simple programs for playing Atari games✓ Link199CGP2018-06-14
Massively Parallel Methods for Deep Reinforcement Learning✓ Link189.2Gorila2015-07-15
[]()183.6SARSA
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link180.3UCT2012-07-19
Deep Reinforcement Learning with Double Q-learning✓ Link178.4DQN hs2015-09-22
Asynchronous Methods for Deep Reinforcement Learning✓ Link173.0A3C LSTM hs2016-02-04
Dueling Network Architectures for Deep Reinforcement Learning✓ Link172.7Duel hs2015-11-20
Deep Reinforcement Learning with Double Q-learning✓ Link169.1DDQN (tuned) hs2015-09-22
Prioritized Experience Replay✓ Link129.1Prior hs2015-11-18
Evolution Strategies as a Scalable Alternative to Reinforcement Learning✓ Link112.0ES FF (1 hour) noop2017-03-10
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link103.4Best Learner2012-07-19
Soft Actor-Critic for Discrete Action Settings✓ Link7.9SAC2019-10-16
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