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other

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MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

mdps julia pomdps python control-systems reinforcement-learning artificial-intelligence markov-decision-processes reinforcement-learning-algorithms

Created 2015-06-23

885 commits to master branch, last one 2 months ago

AI-Toolbox Svalorzen

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647

gpl-3.0

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

mdps pomdps python planning c-plus-plus reinforcement-learning artificial-intelligence markov-decision-processes

Created 2013-11-16

1,750 commits to master branch, last one about a year ago

pomdp-py h2r

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mit

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A framework to build and solve POMDP problems. Documentation: https://h2r.github.io/pomdp-py/

pomdp cython pomdps python easy-to-use markov-decision-processes

Created 2019-09-22

369 commits to main branch, last one 5 months ago

DeepQLearning.jl JuliaPOMDP

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other

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Implementation of the Deep Q-learning algorithm to solve MDPs

pomdps machine-learning reinforcement-learning deep-reinforcement-learning

Created 2018-01-27

284 commits to master branch, last one 3 months ago

POMCPOW.jl JuliaPOMDP

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other

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Online solver based on Monte Carlo tree search for POMDPs with continuous state, action, and observation spaces.

pomdps

Created 2017-03-07

118 commits to master branch, last one 3 months ago