OpenCodePapers

atari-games-on-atari-2600-wizard-of-wor

Video GamesAtari Games
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PaperCodeScoreModelNameReleaseDate
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link197126.00MuZero2019-11-19
Agent57: Outperforming the Atari Human Benchmark✓ Link157306.41Agent572020-03-30
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link144362.7R2D22019-05-01
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link105500UCT2012-07-19
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link100096.6MuZero (Res2 Adam)2021-04-13
Generalized Data Distribution Iteration64239GDI-I32022-06-07
Generalized Data Distribution Iteration63735GDI-H32022-06-07
Distributed Prioritized Experience Replay✓ Link46204Ape-X2018-03-02
Fully Parameterized Quantile Function for Distributional Reinforcement Learning✓ Link44782.6FQF2019-11-05
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link31190IQN2018-06-14
Distributional Reinforcement Learning with Quantile Regression✓ Link25061QR-DQN-12017-10-27
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link21049ASL DDQN2023-05-07
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link20851DNA2022-06-20
Asynchronous Methods for Deep Reinforcement Learning✓ Link18082.0A3C LSTM hs2016-02-04
Asynchronous Methods for Deep Reinforcement Learning✓ Link17244.0A3C FF hs2016-02-04
Mastering Atari with Discrete World Models✓ Link12851DreamerV22020-10-05
Dueling Network Architectures for Deep Reinforcement Learning✓ Link12352.0Prior+Duel noop2015-11-20
Deep Reinforcement Learning with Double Q-learning✓ Link10471.0Prior+Duel hs2015-09-22
Massively Parallel Methods for Deep Reinforcement Learning✓ Link10431.0Gorila2015-07-15
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link9541.14Advantage Learning2015-12-15
A Distributional Perspective on Reinforcement Learning✓ Link9300.0C51 noop2017-07-21
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link9157.50IMPALA (deep)2018-02-05
Noisy Networks for Exploration✓ Link9149NoisyNet-Dueling2017-06-30
Dueling Network Architectures for Deep Reinforcement Learning✓ Link7855.0Duel noop2015-11-20
Dueling Network Architectures for Deep Reinforcement Learning✓ Link7492.0DDQN (tuned) noop2015-11-20
Self-Imitation Learning✓ Link7088.3A2C + SIL2018-06-14
Dueling Network Architectures for Deep Reinforcement Learning✓ Link7054.0Duel hs2015-11-20
Deep Exploration via Bootstrapped DQN✓ Link6804.7Bootstrapped DQN2016-02-15
Deep Reinforcement Learning with Double Q-learning✓ Link6201.0DDQN (tuned) hs2015-09-22
Prioritized Experience Replay✓ Link5727.0Prior hs2015-11-18
Asynchronous Methods for Deep Reinforcement Learning✓ Link5278.0A3C FF (1 day) hs2016-02-04
Prioritized Experience Replay✓ Link4802.0Prior noop2015-11-18
Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization✓ Link4704POP3D2018-07-02
Evolving simple programs for playing Atari games✓ Link3820CGP2018-06-14
Evolution Strategies as a Scalable Alternative to Reinforcement Learning✓ Link3480.0ES FF (1 hour) noop2017-03-10
Human level control through deep reinforcement learning✓ Link3393.0Nature DQN2015-02-25
Deep Reinforcement Learning with Double Q-learning✓ Link2704.0DQN noop2015-09-22
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link1981.3Best Learner2012-07-19
Deep Reinforcement Learning with Double Q-learning✓ Link1609.0DQN hs2015-09-22
Learning values across many orders of magnitude483.0DDQN+Pop-Art noop2016-02-24
[]()36.9SARSA
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