Simple particle filter implementation in Julia - works with POMDPs.jl models or others.

Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework

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

Compressed belief-state MDPs in Julia compatible with POMDPs.jl

Tag POMDP problem using POMDPS.jl

Anytime error minimization search for POMDPs, implemented in Julia.

Julia implementations of temporal difference Reinforcement Learning algorithms like Q-Learning and SARSA