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

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

Gym environment for building simulation and control using reinforcement learning

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

A toolkit providing easy and unified access to building control environments for reinforcement learning (RL) [No longer actively maintained]

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

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