OpenCodePapers

atari-games-on-atari-2600-demon-attack

Video GamesAtari Games
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PaperCodeScoreModelNameReleaseDate
Generalized Data Distribution Iteration787985GDI-H32022-06-07
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning675530GDI-I32021-06-11
Generalized Data Distribution Iteration675530GDI-I32022-06-07
[]()230324RIMs-PPO
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link143964.26MuZero2019-11-19
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link143838.04MuZero (Res2 Adam)2021-04-13
Agent57: Outperforming the Atari Human Benchmark✓ Link143161.44Agent572020-03-30
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link140002.3R2D22019-05-01
Distributed Prioritized Experience Replay✓ Link133086.4Ape-X2018-03-02
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link132826.98IMPALA (deep)2018-02-05
A Distributional Perspective on Reinforcement Learning✓ Link130955.0C51 noop2017-07-21
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link128580IQN2018-06-14
Distributional Reinforcement Learning with Quantile Regression✓ Link121551QR-DQN-12017-10-27
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link119773.9ASL DDQN2023-05-07
Asynchronous Methods for Deep Reinforcement Learning✓ Link115201.9A3C LSTM hs2016-02-04
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning115154.0Reactor 500M2017-04-15
Asynchronous Methods for Deep Reinforcement Learning✓ Link113308.4A3C FF hs2016-02-04
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link97909DNA2022-06-20
Asynchronous Methods for Deep Reinforcement Learning✓ Link84997.5A3C FF (1 day) hs2016-02-04
Deep Exploration via Bootstrapped DQN✓ Link82610Bootstrapped DQN2016-02-15
Mastering Atari with Discrete World Models✓ Link82263DreamerV22020-10-05
Deep Reinforcement Learning with Double Q-learning✓ Link73371.3Prior+Duel hs2015-09-22
Dueling Network Architectures for Deep Reinforcement Learning✓ Link72878.6Prior+Duel noop2015-11-20
Prioritized Experience Replay✓ Link71846.4Prior noop2015-11-18
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link70908.17Persistent AL2015-12-15
Deep Reinforcement Learning with Double Q-learning✓ Link69803.4DDQN (tuned) hs2015-09-22
Noisy Networks for Exploration✓ Link69311NoisyNet-Dueling2017-06-30
Learning values across many orders of magnitude63644.9DDQN+Pop-Art noop2016-02-24
Prioritized Experience Replay✓ Link61277.5Prior hs2015-11-18
Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization✓ Link61147.33POP3D2018-07-02
Dueling Network Architectures for Deep Reinforcement Learning✓ Link60813.3Duel noop2015-11-20
Dueling Network Architectures for Deep Reinforcement Learning✓ Link58044.2DDQN (tuned) noop2015-11-20
Dueling Network Architectures for Deep Reinforcement Learning✓ Link56322.8Duel hs2015-11-20
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link28158.8UCT2012-07-19
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link27153.48Advantage Learning2015-12-15
Massively Parallel Methods for Deep Reinforcement Learning✓ Link14880.1Gorila2015-07-15
Deep Reinforcement Learning with Double Q-learning✓ Link12550.7DQN hs2015-09-22
Deep Reinforcement Learning with Double Q-learning✓ Link12149.4DQN noop2015-09-22
Self-Imitation Learning✓ Link10140.5A2C + SIL2018-06-14
Human level control through deep reinforcement learning✓ Link9711.0Nature DQN2015-02-25
Evolving simple programs for playing Atari games✓ Link2387CGP2018-06-14
Evolution Strategies as a Scalable Alternative to Reinforcement Learning✓ Link1166.5ES FF (1 hour) noop2017-03-10
CURL: Contrastive Unsupervised Representations for Reinforcement Learning✓ Link834CURL2020-04-08
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link520.5Best Learner2012-07-19
Playing Atari with Six Neurons✓ Link325IDVQ + DRSC + XNES2018-06-04
[]()0.0SARSA
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