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

Context & Guide For Reinforcement Learning with Verifiable Rewards with Large Language Models

Complete implementation of the AlphaZero algorithm

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

Reinfocement Learning Approach to solve Shortest Path Problem.

Code and Report relating to the University Group Assigned Practical Task

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

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

Some algorithms of reinforcement learning.

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.