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atari-games-on-atari-2600-video-pinball

Video GamesAtari Games
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PaperCodeScoreModelNameReleaseDate
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link999383.2R2D22019-05-01
Agent57: Outperforming the Atari Human Benchmark✓ Link992340.74Agent572020-03-30
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link981791.88MuZero2019-11-19
Generalized Data Distribution Iteration978190GDI-H32022-06-07
A Distributional Perspective on Reinforcement Learning✓ Link949604.0C51 noop2017-07-21
Generalized Data Distribution Iteration925830GDI-I32022-06-07
Noisy Networks for Exploration✓ Link870954NoisyNet-Dueling2017-06-30
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link865543.44MuZero (Res2 Adam)2021-04-13
Deep Exploration via Bootstrapped DQN✓ Link811610Bootstrapped DQN2016-02-15
Distributional Reinforcement Learning with Quantile Regression✓ Link705662QR-DQN-12017-10-27
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link698045IQN2018-06-14
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link626794ASL DDQN2023-05-07
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link572898.27IMPALA (deep)2018-02-05
Distributed Prioritized Experience Replay✓ Link565163.2Ape-X2018-03-02
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link543504Advantage Learning2015-12-15
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link505392DNA2022-06-20
Dueling Network Architectures for Deep Reinforcement Learning✓ Link479197.0Prior+Duel noop2015-11-20
Asynchronous Methods for Deep Reinforcement Learning✓ Link470310.5A3C LSTM hs2016-02-04
Self-Imitation Learning✓ Link461522.4A2C + SIL2018-06-14
Deep Reinforcement Learning with Double Q-learning✓ Link447408.6Prior+Duel hs2015-09-22
Deep Reinforcement Learning with Double Q-learning✓ Link367823.7DDQN (tuned) hs2015-09-22
Asynchronous Methods for Deep Reinforcement Learning✓ Link331628.1A3C FF hs2016-02-04
Dueling Network Architectures for Deep Reinforcement Learning✓ Link309941.9DDQN (tuned) noop2015-11-20
Prioritized Experience Replay✓ Link295972.8Prior hs2015-11-18
Prioritized Experience Replay✓ Link282007.3Prior noop2015-11-18
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link254748UCT2012-07-19
Deep Reinforcement Learning with Double Q-learning✓ Link196760.4DQN noop2015-09-22
Asynchronous Methods for Deep Reinforcement Learning✓ Link185852.6A3C FF (1 day) hs2016-02-04
Deep Reinforcement Learning with Double Q-learning✓ Link154414.1DQN hs2015-09-22
Adaptive Rational Activations to Boost Deep Reinforcement Learning✓ Link149712Rational DQN Average2021-02-18
Massively Parallel Methods for Deep Reinforcement Learning✓ Link112093.4Gorila2015-07-15
Dueling Network Architectures for Deep Reinforcement Learning✓ Link110976.2Duel hs2015-11-20
Dueling Network Architectures for Deep Reinforcement Learning✓ Link98209.5Duel noop2015-11-20
Adaptive Rational Activations to Boost Deep Reinforcement Learning✓ Link86942Recurrent Rational DQN Average2021-02-18
Learning values across many orders of magnitude56287.0DDQN+Pop-Art noop2016-02-24
Human level control through deep reinforcement learning✓ Link42684.0Nature DQN2015-02-25
Mastering Atari with Discrete World Models✓ Link41860DreamerV22020-10-05
Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization✓ Link37780.7POP3D2018-07-02
Evolving simple programs for playing Atari games✓ Link33752.4CGP2018-06-14
Evolution Strategies as a Scalable Alternative to Reinforcement Learning✓ Link22834.8ES FF (1 hour) noop2017-03-10
[]()19761.0SARSA
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link16871.3Best Learner2012-07-19
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