OpenCodePapers

atari-games-on-atari-2600-chopper-command

Video GamesAtari Games
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PaperCodeScoreModelNameReleaseDate
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning999999GDI-H32021-06-11
Generalized Data Distribution Iteration999999GDI-I32022-06-07
Generalized Data Distribution Iteration999999GDI-H32022-06-07
Agent57: Outperforming the Atari Human Benchmark✓ Link999900Agent572020-03-30
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link991039.70MuZero2019-11-19
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link986652.0R2D22019-05-01
Fully Parameterized Quantile Function for Distributional Reinforcement Learning✓ Link876460.0FQF2019-11-05
Distributed Prioritized Experience Replay✓ Link721851Ape-X2018-03-02
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning107779.0Reactor 500M2017-04-15
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link34018.8UCT2012-07-19
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link31181DNA2022-06-20
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link28255.00IMPALA (deep)2018-02-05
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link16836IQN2018-06-14
A Distributional Perspective on Reinforcement Learning✓ Link15600.0C51 noop2017-07-21
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link15071ASL DDQN2023-05-07
Distributional Reinforcement Learning with Quantile Regression✓ Link14667QR-DQN-12017-10-27
Dueling Network Architectures for Deep Reinforcement Learning✓ Link13185.0Prior+Duel noop2015-11-20
Noisy Networks for Exploration✓ Link11477NoisyNet-Dueling2017-06-30
Dueling Network Architectures for Deep Reinforcement Learning✓ Link11215.0Duel noop2015-11-20
Asynchronous Methods for Deep Reinforcement Learning✓ Link10150.0A3C LSTM hs2016-02-04
Prioritized Experience Replay✓ Link8600.0Prior noop2015-11-18
Deep Reinforcement Learning with Double Q-learning✓ Link8058.0Prior+Duel hs2015-09-22
Asynchronous Methods for Deep Reinforcement Learning✓ Link7021.0A3C FF hs2016-02-04
Self-Imitation Learning✓ Link6710A2C + SIL2018-06-14
Human level control through deep reinforcement learning✓ Link6687.0Nature DQN2015-02-25
Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization✓ Link6308.33POP3D2018-07-02
Deep Reinforcement Learning with Double Q-learning✓ Link6126.0DQN noop2015-09-22
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link5989.55MuZero (Res2 Adam)2021-04-13
Dueling Network Architectures for Deep Reinforcement Learning✓ Link5809.0DDQN (tuned) noop2015-11-20
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link5734.93Persistent AL2015-12-15
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link5431.36Advantage Learning2015-12-15
Deep Reinforcement Learning with Double Q-learning✓ Link5017.0DQN hs2015-09-22
Asynchronous Methods for Deep Reinforcement Learning✓ Link4669.0A3C FF (1 day) hs2016-02-04
Prioritized Experience Replay✓ Link4635.0Prior hs2015-11-18
Deep Exploration via Bootstrapped DQN✓ Link4100Bootstrapped DQN2016-02-15
Dueling Network Architectures for Deep Reinforcement Learning✓ Link3784.0Duel hs2015-11-20
Evolution Strategies as a Scalable Alternative to Reinforcement Learning✓ Link3710.0ES FF (1 hour) noop2017-03-10
Evolving simple programs for playing Atari games✓ Link3580CGP2018-06-14
Deep Reinforcement Learning with Double Q-learning✓ Link3495.0DDQN (tuned) hs2015-09-22
Massively Parallel Methods for Deep Reinforcement Learning✓ Link3191.8Gorila2015-07-15
Mastering Atari with Discrete World Models✓ Link2861DreamerV22020-10-05
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link1581.5Best Learner2012-07-19
CURL: Contrastive Unsupervised Representations for Reinforcement Learning✓ Link1198CURL2020-04-08
Learning values across many orders of magnitude775.0DDQN+Pop-Art noop2016-02-24
[]()16.9SARSA
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