Kaixhin/Atari

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Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Stars: 263
Forks: 72
Open beginner issues: 0
Indexed issues: 14

Dominant language: Lua
License: MIT
Last GitHub push: Feb 8, 2018
Latest indexed: Sep 18, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

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14 open issues indexed

Implement Pop-Art Open

enhancement help wanted

Kaixhin/Atari#6 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Fix bootstrapped DQN Open

bug help wanted

Kaixhin/Atari#7 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Recurrent Dqn Open

enhancement help wanted

Kaixhin/Atari#8 · 31 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
OpenAI integration Open

Kaixhin/Atari#13 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
correct SarsaAgent Open

bug

Kaixhin/Atari#28 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Unify ER and Async validation logic Open

enhancement

Kaixhin/Atari#31 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Add LSTM support to all async modes Open

enhancement

Kaixhin/Atari#32 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Exploration with pseudo counts Open

enhancement

Kaixhin/Atari#34 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Implement Memory Q-networks Open

enhancement question

Kaixhin/Atari#36 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 18, 2026
Implement Retrace(λ) Open

enhancement

Kaixhin/Atari#37 · 0 comments · 3 reactions · 0 assignees · Indexed Sep 18, 2026
Finish prioritised experience replay Open

enhancement

Kaixhin/Atari#42 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Why is the current sharedRmsprop thread safe? Open

Kaixhin/Atari#59 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Implement optimality tightening Open

enhancement help wanted

Kaixhin/Atari#60 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Refactor DQN train function into separate functions Open

enhancement

Kaixhin/Atari#62 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026

Kaixhin/Atari

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