OpenCodePapers

atari-games-on-atari-2600-crazy-climber

Video GamesAtari Games
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PaperCodeScoreModelNameReleaseDate
Agent57: Outperforming the Atari Human Benchmark✓ Link565909.85Agent572020-03-30
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link458315.40MuZero2019-11-19
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link366690.7R2D22019-05-01
Distributed Prioritized Experience Replay✓ Link320426Ape-X2018-03-02
Generalized Data Distribution Iteration241170GDI-H32022-06-07
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning236422.0Reactor 500M2017-04-15
Fully Parameterized Quantile Function for Distributional Reinforcement Learning✓ Link223470.6FQF2019-11-05
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning201000GDI-I32021-06-11
Generalized Data Distribution Iteration201000GDI-I32022-06-07
A Distributional Perspective on Reinforcement Learning✓ Link179877.0C51 noop2017-07-21
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link179082IQN2018-06-14
Noisy Networks for Exploration✓ Link171171NoisyNet-Dueling2017-06-30
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link166019ASL DDQN2023-05-07
Dueling Network Architectures for Deep Reinforcement Learning✓ Link162224.0Prior+Duel noop2015-11-20
Mastering Atari with Discrete World Models✓ Link161839DreamerV22020-10-05
Distributional Reinforcement Learning with Quantile Regression✓ Link161196QR-DQN-12017-10-27
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link158541.58MuZero (Res2 Adam)2021-04-13
Dueling Network Architectures for Deep Reinforcement Learning✓ Link143570.0Duel noop2015-11-20
Prioritized Experience Replay✓ Link141161.0Prior noop2015-11-18
Asynchronous Methods for Deep Reinforcement Learning✓ Link138518.0A3C LSTM hs2016-02-04
Deep Exploration via Bootstrapped DQN✓ Link137925.9Bootstrapped DQN2016-02-15
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link136950.00IMPALA (deep)2018-02-05
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link131623DNA2022-06-20
Self-Imitation Learning✓ Link130185.8A2C + SIL2018-06-14
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link130002.71Persistent AL2015-12-15
Deep Reinforcement Learning with Double Q-learning✓ Link127853.0Prior+Duel hs2015-09-22
Prioritized Experience Replay✓ Link127512.0Prior hs2015-11-18
Dueling Network Architectures for Deep Reinforcement Learning✓ Link124566.0Duel hs2015-11-20
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link123410.71Advantage Learning2015-12-15
Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization✓ Link120247.33POP3D2018-07-02
Learning values across many orders of magnitude119679.0DDQN+Pop-Art noop2016-02-24
Dueling Network Architectures for Deep Reinforcement Learning✓ Link117282.0DDQN (tuned) noop2015-11-20
Human level control through deep reinforcement learning✓ Link114103.0Nature DQN2015-02-25
Deep Reinforcement Learning with Double Q-learning✓ Link113782.0DDQN (tuned) hs2015-09-22
Asynchronous Methods for Deep Reinforcement Learning✓ Link112646.0A3C FF hs2016-02-04
Deep Reinforcement Learning with Double Q-learning✓ Link110763.0DQN noop2015-09-22
Asynchronous Methods for Deep Reinforcement Learning✓ Link101624.0A3C FF (1 day) hs2016-02-04
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link98172.2UCT2012-07-19
Deep Reinforcement Learning with Double Q-learning✓ Link98128.0DQN hs2015-09-22
Massively Parallel Methods for Deep Reinforcement Learning✓ Link65451.0Gorila2015-07-15
Smaller World Models for Reinforcement Learning59609.4Discrete Latent Space World Model (VQ-VAE)2020-10-12
Value Prediction Network✓ Link54119VPN2017-07-11
Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings✓ Link28066Rainbow+SEER2021-03-04
CURL: Contrastive Unsupervised Representations for Reinforcement Learning✓ Link27805.6CURL2020-04-08
Evolution Strategies as a Scalable Alternative to Reinforcement Learning✓ Link26430.0ES FF (1 hour) noop2017-03-10
The Arcade Learning Environment: An Evaluation Platform for General Agents✓ Link23410.6Best Learner2012-07-19
Evolving simple programs for playing Atari games✓ Link12900CGP2018-06-14
Soft Actor-Critic for Discrete Action Settings✓ Link3668.7SAC2019-10-16
[]()149.8SARSA
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