A curated list of Diffusion Model in RL resources (continually updated)

Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning

Soft Actor-Critic with advanced features

Modular Single-file Reinfocement Learning Algorithms Library

Using Reinforcement Learning on S&P500 dataset to predict the future stock prices. The implementation uses deep Q-learning model along with time series modeling to achieve the goal state.

Proximal Policy Optimization(PPO) with Keras Implementation

[IROS 2023] Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical Robot

Training a drone for altitude control using Reinforcement Learning, ROS2, PX4, and Gazebo Harmonic

Complete implementation of the AlphaZero algorithm

Reinfocement Learning Approach to solve Shortest Path Problem.

[AAAI25] Scaling Combinatorial Optimization Neural Improvement Heuristics with Search and Online Adaptation

Code and Report relating to the University Group Assigned Practical Task

A modular, extensible, entity-component-system (ECS) gridworld environment

Python code that runs a full PinBall experience, with 3 different ways to control the PinBall machine. This includes manual, with a bot, and with AI.

A reinforcement learning project that trains an agent to play the classic Snake game using Proximal Policy Optimization (PPO) from Stable-Baselines3.

Official implementation of our research paper. DOI: 10.1109/JIOT.2024.3360882

This is a reinforcement learning based project where multiple agents are created and trained to learn the play the flappy bird game.

Some algorithms of reinforcement learning.

Computer Network Performance class at Sapienza University of Rome. Model free and model based Reinforcement Learning lectures.