OpenCodePapers

atari-games-on-atari-2600-zaxxon

Atari Games
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PaperCodeScoreModelNameReleaseDate
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link725853.90MuZero2019-11-19
Agent57: Outperforming the Atari Human Benchmark✓ Link249808.9Agent572020-03-30
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link224910.7R2D22019-05-01
Generalized Data Distribution Iteration216020GDI-H32022-06-07
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link154131.86MuZero (Res2 Adam)2021-04-13
Generalized Data Distribution Iteration109140GDI-I32022-06-07
Mastering Atari with Discrete World Models✓ Link50699DreamerV22020-10-05
Distributed Prioritized Experience Replay✓ Link42285.5Ape-X2018-03-02
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link32935.50IMPALA (deep)2018-02-05
Asynchronous Methods for Deep Reinforcement Learning✓ Link24622.0A3C FF hs2016-02-04
Asynchronous Methods for Deep Reinforcement Learning✓ Link23519.0A3C LSTM hs2016-02-04
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link22610UCT2012-07-19
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link22588DNA2022-06-20
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link21772IQN2018-06-14
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link16420ASL DDQN2023-05-07
Recurrent Independent Mechanisms✓ Link15000RIMs-PPO2019-09-24
Noisy Networks for Exploration✓ Link14874NoisyNet-Dueling2017-06-30
Learning values across many orders of magnitude14402.0DDQN+Pop-Art noop2016-02-24
Dueling Network Architectures for Deep Reinforcement Learning✓ Link13886.0Prior+Duel noop2015-11-20
Distributional Reinforcement Learning with Quantile Regression✓ Link13112QR-DQN-12017-10-27
Dueling Network Architectures for Deep Reinforcement Learning✓ Link12944.0Duel noop2015-11-20
Deep Exploration via Bootstrapped DQN✓ Link11491.7Bootstrapped DQN2016-02-15
Deep Reinforcement Learning with Double Q-learning✓ Link11320.0Prior+Duel hs2015-09-22
A Distributional Perspective on Reinforcement Learning✓ Link10513.0C51 noop2017-07-21
Prioritized Experience Replay✓ Link10469.0Prior noop2015-11-18
Dueling Network Architectures for Deep Reinforcement Learning✓ Link10164.0Duel hs2015-11-20
Dueling Network Architectures for Deep Reinforcement Learning✓ Link10163.0DDQN (tuned) noop2015-11-20
Prioritized Experience Replay✓ Link9474.0Prior hs2015-11-18
Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization✓ Link9472POP3D2018-07-02
Self-Imitation Learning✓ Link9164.2A2C + SIL2018-06-14
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link9129.61Advantage Learning2015-12-15
Deep Reinforcement Learning with Double Q-learning✓ Link8593.0DDQN (tuned) hs2015-09-22
Evolution Strategies as a Scalable Alternative to Reinforcement Learning✓ Link6380.0ES FF (1 hour) noop2017-03-10
Massively Parallel Methods for Deep Reinforcement Learning✓ Link6159.4Gorila2015-07-15
Deep Reinforcement Learning with Double Q-learning✓ Link5363.0DQN noop2015-09-22
Human level control through deep reinforcement learning✓ Link4977.0Nature DQN2015-02-25
Deep Reinforcement Learning with Double Q-learning✓ Link4412.0DQN hs2015-09-22
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link3365.1Best Learner2012-07-19
Evolving simple programs for playing Atari games✓ Link2980CGP2018-06-14
Asynchronous Methods for Deep Reinforcement Learning✓ Link2659.0A3C FF (1 day) hs2016-02-04
21.4SARSA
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