markov-decision-processes topic

List markov-decision-processes repositories

LearnSnake

70
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19
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🐍 AI that learns to play Snake using Q-Learning (Reinforcement Learning)

grid-world-rl

24
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12
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Value iteration, policy iteration, and Q-Learning in a grid-world MDP.

emdp

47
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14
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Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations

move37

180
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115
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Coding Demos from the School of AI's Move37 Course

AI-Toolbox

641
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99
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A C++ framework for MDPs and POMDPs with Python bindings

SDDP.jl

280
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59
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Stochastic Dual Dynamic Programming in Julia

stanford-cs-221-artificial-intelligence

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VIP cheatsheets for Stanford's CS 221 Artificial Intelligence