Projects from basic algorithms to MARL. Implements MADDPG,MATD3,MA/HAPPO in Predator-Prey pursuit games with PettingZoo MPE environments.

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Gym environment for building simulation and control using reinforcement learning

iQuantum - A Toolkit for Modelling and Simulation of Quantum Computing Environments

QSimPy: A Learning-centric Simulation Framework for Quantum Cloud Resource Management

A toolkit providing easy and unified access to building control environments for reinforcement learning (RL) [No longer actively maintained]

Chargym simulates the operation of an electric vehicle charging station (EVCS) considering random EV arrivals and departures within a day. This is a generalised environment for charging/discharging…

Reinforcement learning for unit commitment