OpenCodePapers

atari-games-on-atari-2600-yars-revenge

Video GamesAtari Games
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeScoreModelNameReleaseDate
Agent57: Outperforming the Atari Human Benchmark✓ Link998532.37Agent572020-03-30
Recurrent Experience Replay in Distributed Reinforcement Learning✓ Link995048.4R2D22019-05-01
Generalized Data Distribution Iteration972000GDI-I32022-06-07
Generalized Data Distribution Iteration968090GDI-H32022-06-07
DNA: Proximal Policy Optimization with a Dual Network Architecture✓ Link564513DNA2022-06-20
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model✓ Link553311.46MuZero2019-11-19
Online and Offline Reinforcement Learning by Planning with a Learned Model✓ Link219838.09MuZero (Res2 Adam)2021-04-13
Mastering Atari with Discrete World Models✓ Link156748DreamerV22020-10-05
Distributed Prioritized Experience Replay✓ Link148594.8Ape-X2018-03-02
Noisy Networks for Exploration✓ Link86101NoisyNet-Dueling2017-06-30
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures✓ Link84231.14IMPALA (deep)2018-02-05
RUDDER: Return Decomposition for Delayed Rewards✓ Link60577RUDDER2018-06-20
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity✓ Link29231.9ASL DDQN2023-05-07
Evolving simple programs for playing Atari games✓ Link28838.2CGP2018-06-14
Implicit Quantile Networks for Distributional Reinforcement Learning✓ Link28379IQN2018-06-14
Distributional Reinforcement Learning with Quantile Regression✓ Link26447QR-DQN-12017-10-27
Increasing the Action Gap: New Operators for Reinforcement Learning✓ Link24240.03Advantage Learning2015-12-15
Check out how to contribute new results.