markov-decision-processes topic

List markov-decision-processes repositories

MCTS-agent-python

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Monte Carlo Tree Search (MCTS) is a method for finding optimal decisions in a given domain by taking random samples in the decision space and building a search tree accordingly. It has already had a p...

awesome-probabilistic-planning

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A curated list of online resources for probabilistic planning: papers, software and research groups around the world!

lifescripts

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Automating various decisions stochastically, starting with my current coin-based intermittent fasting and dice-based kettlebell.

relearn

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A Reinforcement Learning Library for C++11/14

Rich literature review and discussion on the implementation of "Hierarchical Decision-Making for Autonomous Driving"

QuickPOMDPs.jl

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Concise and friendly interfaces for defining MDP and POMDP models for use with POMDPs.jl solvers

Practical_RL

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My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow

npgi

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Non-linear policy graph improvement - planning for Dec-POMDPs