OliverHeilmann / OpenAI-Gym-CarRacing-RLLinks
OpenAI's Gym Car-Racing-V0 environment was tackled and, subsequently, solved using a variety of Reinforcement Learning methods including Deep Q-Network (DQN), Double Deep Q-Network (DDQN) and Deep Deterministic Policy Gradient (DDPG). This repository contains the code, as well as results from the development process.
☆19Updated 3 years ago
Alternatives and similar repositories for OpenAI-Gym-CarRacing-RL
Users that are interested in OpenAI-Gym-CarRacing-RL are comparing it to the libraries listed below
Sorting:
- Real time image capture+DQN path planning☆10Updated 2 years ago
- Deep Q-Network (DQN) and DDPG to address the problem of stall around the wing sail of an autonomous sailing robot☆11Updated 6 years ago
- Working examples of Deep Q Network of Reinforcement Learning☆13Updated 5 years ago
- ☆11Updated 3 years ago
- Pytorch Implement DRL algorithms (A2C, DDPG, PPO, TD3, SAC) for continuous action space control tasks.☆19Updated 5 years ago
- Combination of RL and game theory for modeling human behavior☆11Updated 4 years ago
- MATLAB implementation of DQN for a navigation environment☆14Updated 5 years ago
- ☆10Updated 3 years ago
- Teaching the Donkey car to drive a track in the simulator using State Representation Learning and different Reinforcement Learning Algori…☆10Updated 3 years ago
- Open AI Gym - Pendulum-v1 reinforcement learning (DQN, SAC)☆18Updated last year
- Deep Reinforcement Learning based Autonomous Driving Agents☆10Updated 3 years ago
- Multi-Exit Evacuation simulation; Rainbow DQN application☆17Updated 5 years ago
- The source code is the entry for 2022 EUROCONTROL Air Transport Innovation Network Innovation Masterclass. The reinforcement learning mod…☆16Updated 3 years ago
- Re-produce DQN, REINFORCE, REINFORCE with baseline, one-step AC, QAC, QAC with shared network, PPO2, DDPG, TD3, SAC, SAC discrete,A2C,A3C☆20Updated 5 years ago
- DQN related algorithms☆10Updated 2 years ago
- 学习DRL CNN -> DQN -> LSTM☆13Updated 6 years ago
- 通过python3.6编程,利用DQN算法实现机器学习避开障碍走到迷宫终点。(Through python3.6 programming, I use DQN algorithm to achieve machine learning and avoid obstacles…☆10Updated 7 years ago
- deep-reinforcement-learning☆16Updated 6 years ago
- Adaptation of DQN, DDQN and COMA for multi-agent Gym environments☆12Updated last year
- Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment☆16Updated 2 years ago
- Flightgear autopilot with DRL using Python, (Contain Python Interface for FlightGear)☆33Updated 6 years ago
- Tensorflow implementation of DQN to control cart-pole from OpenAI gym environment☆14Updated 7 years ago
- ☆18Updated 7 years ago
- RainbowDQN algorithm for GYM highway environment☆19Updated 4 years ago
- Jupyter notebook containing a solution to Sutton and Barto's gridworld problem with both a random agent and a Q-learning agent.☆33Updated 7 years ago
- SARSA, Q-Learning, Expected SARSA, SARSA(λ) and Double Q-learning Implementation and Analysis☆29Updated 6 years ago
- Deep Q Network for Multi-agent RL☆15Updated 4 years ago
- Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents☆10Updated 3 years ago
- ☆48Updated 6 years ago
- Hierarchical Attention in Reinforcement Learning for Stock Order Executions☆30Updated 4 years ago