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The Wayback Machine - https://web.archive.org/web/20200813214531/https://github.com/topics/markov-decision-processes
#
markov-decision-processes
Here are
172 public repositories
matching this topic...
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Updated
Apr 17, 2020
Jupyter Notebook
A C++ framework for MDPs and POMDPs with Python bindings
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
Updated
Aug 5, 2020
Julia
Coding Demos from the School of AI's Move37 Course
Updated
Nov 12, 2018
Python
WrightEagle Base Code for RoboCup Soccer Simulation 2D
Reinforcement Learning in JavaScript
Updated
Dec 3, 2016
JavaScript
🐍 AI that learns to play Snake using Q-Learning (Reinforcement Learning)
Updated
May 2, 2019
JavaScript
Implementation of value iteration algorithm for calculating an optimal MDP policy
Updated
Dec 23, 2017
Python
Implementation of Tsallis Actor Critic method
Updated
May 28, 2020
Jupyter Notebook
Framework for the simulation and estimation of some finite-horizon discrete choice dynamic programming models.
Updated
Aug 10, 2020
Python
Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations
Updated
Feb 15, 2020
Python
A curated list of online resources for probabilistic planning: papers, software and research groups around the world!
Extensible Combinatorial Optimization Learning Environments
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
Updated
Jul 3, 2018
Jupyter Notebook
Rich literature review and discussion on the implementation of "Hierarchical Decision-Making for Autonomous Driving"
Updated
May 29, 2020
Rust
Value iteration, policy iteration, and Q-Learning in a grid-world MDP.
Updated
Apr 22, 2018
Python
Unified notation for Markov Decision Processes PO(MDP)s
Reinforcement Learning program that looks to be able to quickly learn to solve a Rubik's Cube
Updated
Nov 16, 2018
Python
CS7641 - Machine Learning - Assignment 4 - Markov Decision Processes
Updated
Nov 15, 2018
Java
Markov Decision Processes in Python
Concise and friendly interfaces for defining MDP and POMDP models for use with POMDPs.jl solvers
Updated
Aug 11, 2020
Julia
Automating various decisions stochastically, starting with my current coin-based intermittent fasting and dice-based kettlebell.
Updated
May 1, 2018
Racket
Deep Learning and Artificial Intelligence Tutorial @ LMU WS 2018/19
Updated
Feb 1, 2019
Jupyter Notebook
A Reinforcement Learning Library for C++11/14
Julia Implementation of the POMCP algorithm for solving POMDPs
Updated
Feb 8, 2020
Jupyter Notebook
Updated
Sep 18, 2017
Python
Non-linear policy graph improvement - planning for Dec-POMDPs
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