Popular GitHub Repositories for Carracing

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

Train a DQN Agent to play CarRacing 2d using TensorFlow and Keras.

Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.

Behaviour Cloning in Gym environment -CarRacing-v0

Curriculum Design through Bayesian Optimization to train RL agents for the purpose of autonomous racing in the OpenAI Gym CarRacing Environment

Reinforcement Learning project that developed an autonomous car racing agent, with a variation of the original CarRacing-V0 environment of the package Gym.

Adaptive Reinforcement Learning on CartPole (discrete) and CarRacing (continuous) environments with Noise Strategies

Curriculum learning using rllib on gymEnv "CarRacing"

A real-time AI training dashboard for CarRacing-v0 using FastAPI, React, ONNX Runtime, and PostgreSQL.