reinforcement-learning topic

List reinforcement-learning repositories

pymarl2

563
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110
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Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

DeepRLexamples.jl

20
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5
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Deep Reinforcement Learning examples using Julia

TAA-PG

33
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5
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Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).

pysc2-rl-mini

23
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3
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StarCraft II Reinforcement Learning with Pytorch - Mini Games

ML-University

805
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100
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Machine Learning Open Source University

chess-alpha-zero

2.1k
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480
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Chess reinforcement learning by AlphaGo Zero methods.

connect4-alpha-zero

110
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38
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Connect4 reinforcement learning by AlphaGo Zero methods.

CLIP-Caption-Reward

227
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26
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PyTorch code for "Fine-grained Image Captioning with CLIP Reward" (Findings of NAACL 2022)