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Top 15 markov-decision-processes open source projects

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

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data-science artificial-intelligence cheatsheet constraint-satisfaction-problem a-star markov-decision-processes bayesian-networks

QuickPOMDPs.jl

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

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julia pomdps markov-decision-processes mdps

relearn

A Reinforcement Learning Library for C++11/14

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C++CMake Smarty agent reinforcement-learning decision-making q-learning markov-decision-processes deterministic-game cxx11 cxx14

cs7641-assignment4

CS7641 - Machine Learning - Assignment 4 - Markov Decision Processes

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java machine-learning algorithm reinforcement-learning q-learning mdp markov-decision-processes omscs policy-iteration value-iteration georgia-tech burlap assignment4 cs7641

MCTS-agent-python

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 profound impact on Artificial Intelligence (AI) approaches for domains that can be represented as trees of sequential decisions, particularly games …

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python reinforcement-learning mcts markov-decision-processes monte-carlo-tree-search sequential-decisions decision-space game-of-hex

mdpy

Markov Decision Processes in Python

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HTML Jupyter Notebook python reinforcement-learning markov-chains markov-decision-processes

MDPN

Unified notation for Markov Decision Processes PO(MDP)s

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TeX Makefile reinforcement-learning latex-template markov-decision-processes writting

Hierarchical-Decision-Making-for-Autonomous-Driving

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