Projects in Awesome Lists tagged with mdp

https://github.com/chauvinSimon/My_Bibliography_for_Research_on_Autonomous_Driving

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

behavioral-cloning belief-planning bibliography carla decision-making decision-making-under-uncertainty end-to-end game-theory imitation-learning intention interaction inverse-reinforcement-learning mcts mdp model-based-reinforcement-learning planning pomdp prediction reinforcement-learning risk-assessment

Last synced: 16 Nov 2025

https://github.com/juliamusic/pianofingering.jl

(Experimental, a lot of bugs) Automatic fingering generator for piano scores, determining optimal fingering using Model-Based Reinforcement Learning, written in the Julia language.

dyna julia julia-language julia-package mdp model-based-reinforcement-learning music21 piano piano-fingering piano-fingers piano-keyboard q-learning reinforcement-learning

Last synced: 31 Oct 2025

https://github.com/blackhc/mdp

Make it easy to specify simple MDPs that are compatible with the OpenAI Gym.

mdp openai-gym rl

Last synced: 28 Apr 2025

https://github.com/networks-learning/counterfactual-explanations-mdp

Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021

cognitive-therapy counterfactual-explanations counterfactuals explainable-ai explainable-ml machine-learning markov-deci mdp sequential-decision-making-problems

Last synced: 05 Jul 2025

https://github.com/imandra-ai/cme-mdp

Imandra Modelling Language CME MDP Model

automated-reasoning cme formal-methods formal-verification imandra imandra-markets market-data market-data-handler mdp ocaml protocol

Last synced: 09 Oct 2025

https://github.com/thiagopbueno/tf-mdp

Probabilistic planning in continuous state-action MDPs in TensorFlow.

mdp planning rddl tensorflow

Last synced: 16 Jan 2026

https://github.com/ollema/purl

Pathfinding Using Reinforcement Learning

dqn drqn mdp pathfinding pomdp ppo python pytorch reinforcement-learning

Last synced: 03 Aug 2025

https://github.com/pyrddlgym-project/rddlrepository

Hosts domain and instance RDDL files, covering problems from a wide range of disciplines, integration with the pyRDDLGym ecosystem.

benchmark-suite benchmarking-suite benchmarks gym gym-environments gymnasium mdp planning planning-domain-definition-language rddl rddl-domains

Last synced: 11 Feb 2026

https://github.com/thiagopbueno/mdp-problog

MDP-ProbLog is a framework to represent and solve (infinite-horizon) MDPs specified by probabilistic logic programming.

logic-programming markov-decision-processes mdp planning probabilistic-programming problog

Last synced: 16 Jan 2026

https://github.com/farshidnooshi/pacman-projects

Principles & Applications of Artificial Intelligence at Amirkabir University of Technology course projects

bayes-network constraint-satisfaction-problem markov-decision-processes mdp pacman-projects q-learning reinforcement-learning sampling search

Last synced: 04 Jul 2025

https://github.com/Hamid-Rezaei/Berkeley-AI-Projects

Fundamental of AI course which focuses on search, multiagents, mdp and reinforcement learning algorithms.

adversial-search mdp python reinforcement-learning searching-algorithms

Last synced: 22 Apr 2025

https://github.com/hamid-rezaei/berkeley-ai-projects

Fundamental of AI course which focuses on search, multiagents, mdp and reinforcement learning algorithms.

adversial-search mdp python reinforcement-learning searching-algorithms

Last synced: 22 Apr 2025

https://github.com/parissashahabi/game-playing-intelligent-agent

Implemented reinforcement learning algorithms, including Value-Iteration and Q-Learning, for a 2D grid world Markov Decision Process resembling a Pac-man game. Also applied the Mini-Max algorithm and common path-planning techniques such as A*, Dijkstra, and bidirectional search.

astar-algorithm bidirectional-search dijkstra markov-decision-processes mdp minimax pac-man-game path-planning q-learning reinforcement-learning rl value-iteration