GitHub

AmadeussSystem/RL-Tutor-Project

This project demonstrates a practical application of reinforcement learning in education. The system adapts to each student's knowledge level and learning style, recommending appropriate content in ...
IEEE

Problem-Specific Knowledge Based Multi-Objective Meta-Heuristics Combined Q-Learning for Scheduling Urban Traffic Lights With Carbon Emissions

Abstract: In complex and variable traffic environments, efficient multi-objective urban traffic light scheduling is imperative. However, the carbon emission problem accompanying traffic delays is ...
IEEE

A Comparative Study of Reinforcement Learning Algorithms for Distribution Network Reconfiguration With Deep Q-Learning-Based Action Sampling

Abstract: Distribution network reconfiguration (DNR) is one of the most important methods to cope with the increasing electricity demand due to the massive integration of electric vehicles. Most ...
GitHub

Nim Misère Q-Learning Agent

A reinforcement learning agent that learns to play Nim Misère (reverse Nim) through self-play using the Q-Learning algorithm with reward shaping. Built in TypeScript with no external ML libraries - ...