OpenCodePapers

atari-games-on-atari-2600-alien

Atari Games
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PaperCodeScoreModelNameReleaseDate
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link741812.63MuZero2019-11-19
Agent57: Outperforming the Atari Human Benchmark✓ Link297638.17Agent572020-03-30
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning279700GDI-H3(1B frames)2021-11-24
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link229496.9R2D22019-05-01
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link70192.35MuZero (Res2 Adam)2021-04-13
Generalized Data Distribution Iteration48735GDI-H32022-06-07
Generalized Data Distribution Iteration43384GDI-I32022-06-07
Distributed Prioritized Experience Replay✓ Link40804.9Ape-X2018-03-02
Fully Parameterized Quantile Function for Distributional Reinforcement Learning✓ Link16754.6FQF2019-11-05
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link15962.10IMPALA (deep)2018-02-05
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning12689.1Reactor 500M2017-04-15
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link7785UCT2012-07-19
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link7022IQN2018-06-14
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link6955.2ASL DDQN2023-05-07
Noisy Networks for Exploration✓ Link5778NoisyNet-Dueling2017-06-30
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link5699.81Persistent AL2015-12-15
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link5021DNA2022-06-20
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link4990.91Advantage Learning2015-12-15
Distributional Reinforcement Learning with Quantile Regression✓ Link4871QR-DQN-12017-10-27
Dueling Network Architectures for Deep Reinforcement Learning✓ Link4461.4Duel noop2015-11-20
Prioritized Experience Replay✓ Link4203.8Prior noop2015-11-18
Mastering Atari with Discrete World Models✓ Link3967DreamerV22020-10-05
Dueling Network Architectures for Deep Reinforcement Learning✓ Link3941.0Prior+Duel noop2015-11-20
Dueling Network Architectures for Deep Reinforcement Learning✓ Link3747.7DDQN (tuned) noop2015-11-20
Learning values across many orders of magnitude3213.5DDQN+Pop-Art noop2016-02-24
A Distributional Perspective on Reinforcement Learning✓ Link3166.0C51 noop2017-07-21
Human level control through deep reinforcement learning✓ Link3069.0Nature DQN2015-02-25
Deep Exploration via Bootstrapped DQN✓ Link2436.6Bootstrapped DQN2016-02-15
Self-Imitation Learning✓ Link2242.2A2C + SIL2018-06-14
Evolving simple programs for playing Atari games✓ Link1978CGP2018-06-14
Deep Reinforcement Learning with Double Q-learning✓ Link1620.0DQN noop2015-09-22
Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization✓ Link1510.8POP3D2018-07-02
Dueling Network Architectures for Deep Reinforcement Learning✓ Link1486.5Duel hs2015-11-20
Value Prediction Network✓ Link1429VPN2017-07-11
Prioritized Experience Replay✓ Link1334.7Prior hs2015-11-18
Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings✓ Link1172.6Rainbow+SEER2021-03-04
CURL: Contrastive Unsupervised Representations for Reinforcement Learning✓ Link1148.2CURL2020-04-08
Deep Reinforcement Learning with Double Q-learning✓ Link1033.4DDQN (tuned) hs2015-09-22
Evolution Strategies as a Scalable Alternative to Reinforcement Learning✓ Link994.0ES FF (1 hour) noop2017-03-10
Asynchronous Methods for Deep Reinforcement Learning✓ Link945.3A3C LSTM hs2016-02-04
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link939.2Best Learner2012-07-19
Deep Reinforcement Learning with Double Q-learning✓ Link823.7Prior+Duel hs2015-09-22
Dueling Network Architectures for Deep Reinforcement Learning✓ Link823.7Prior+Duel hs2015-11-20
Massively Parallel Methods for Deep Reinforcement Learning✓ Link813.5Gorila2015-07-15
Deep Reinforcement Learning with Double Q-learning✓ Link634.0DQN hs2015-09-22
Asynchronous Methods for Deep Reinforcement Learning✓ Link518.4A3C FF hs2016-02-04
Soft Actor-Critic for Discrete Action Settings✓ Link216.9SAC2019-10-16
Asynchronous Methods for Deep Reinforcement Learning✓ Link182.1A3C FF (1 day) hs2016-02-04
103.2SARSA
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