JuliaPOMDP
Results
15
repositories owned by
JuliaPOMDP
POMDPs.jl
647
Stars
97
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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.
DeepQLearning.jl
72
Stars
13
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Implementation of the Deep Q-learning algorithm to solve MDPs
BasicPOMCP.jl
34
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17
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The PO-UCT algorithm (aka POMCP) implemented in Julia
MCTS.jl
71
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34
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Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework
ParticleFilters.jl
44
Stars
14
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Simple particle filter implementation in Julia - works with POMDPs.jl models or others.
POMCPOW.jl
52
Stars
16
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Online solver based on Monte Carlo tree search for POMDPs with continuous state, action, and observation spaces.
POMDPGallery.jl
47
Stars
10
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A gallery of POMDPs.jl problems