21 Open source projects that are alternatives of or similar to mdpy

Auto generate text using Markov models.

Unified notation for Markov Decision Processes PO(MDP)s

Markov chain generator for Python and/or Swift

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

An Active Automata Learning Library Written in Python

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

A software package for algebraic, geometric and combinatorial problems on linear spaces. By R. Hemmecke, R. Hemmecke, M. Köppe, P. Malkin, M. Walter

No description or website provided.

Extensible Combinatorial Optimization Learning Environments

🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains

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Applied Probability Theory for Everyone

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

🐍 AI that learns to play Snake using Q-Learning (Reinforcement Learning)

CellRank for directed single-cell fate mapping

A framework to build and solve POMDP problems. Documentation: https://h2r.github.io/pomdp-py/

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

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

A Reinforcement Learning Library for C++11/14

CS7641 - Machine Learning - Assignment 4 - Markov Decision Processes

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 …