https://github.com/gordicaleksa/pytorch-learn-reinforcement-learning
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
https://github.com/gordicaleksa/pytorch-learn-reinforcement-learning
deep-learning deep-q-network dqn jupyter policy-gradient ppo python pytorch pytorch-dqn pytorch-implementation pytorch-policy-gradient pytorch-ppo reinforcement-learning reinforcement-learning-algorithms rl
Last synced: about 2 months ago
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A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
- Host: GitHub
- URL: https://github.com/gordicaleksa/pytorch-learn-reinforcement-learning
- Owner: gordicaleksa
- License: mit
- Created: 2021-04-06T09:16:13.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2021-05-09T12:01:22.000Z (about 4 years ago)
- Last Synced: 2025-04-25T03:49:42.774Z (about 2 months ago)
- Topics: deep-learning, deep-q-network, dqn, jupyter, policy-gradient, ppo, python, pytorch, pytorch-dqn, pytorch-implementation, pytorch-policy-gradient, pytorch-ppo, reinforcement-learning, reinforcement-learning-algorithms, rl
- Language: Python
- Homepage: https://youtube.com/c/TheAIEpiphany
- Size: 13.1 MB
- Stars: 154
- Watchers: 2
- Forks: 33
- Open Issues: 0