Mdp Python Packages

rddlrepository

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

simple-rl

A simple framework for experimenting with Reinforcement Learning in Python.

modeldriveprotocol-client

Model Drive Protocol (MDP): MDP turns runtime-local capabilities into MCP-reachable capabilities.

blackhc-mdp

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

tfrddlsim

A RDDL simulator running in TensorFlow.

tf-mdp

Probabilistic planning in continuous state-action MDPs using TensorFlow.

upgrade-policy-optimizer

A Python library for solving finite Markov Decision Processes using value iteration

mdpproblog

A probabilistic logic programming framework to represent and solve MDPs.

rlephant

A simple tool for writing and reading episodes of reinforcement learning environments to and from disk.