https://github.com/pjarbas/reinforcement-learning
reinforcement-learning examples
https://github.com/pjarbas/reinforcement-learning
deep-learning deep-reinforcement-learning pytorch reinforcement-learning rllib tensorboard
Last synced: about 2 months ago
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reinforcement-learning examples
- Host: GitHub
- URL: https://github.com/pjarbas/reinforcement-learning
- Owner: PJarbas
- Created: 2021-12-12T12:25:46.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2022-05-09T12:59:25.000Z (about 4 years ago)
- Last Synced: 2025-01-21T05:28:08.401Z (over 1 year ago)
- Topics: deep-learning, deep-reinforcement-learning, pytorch, reinforcement-learning, rllib, tensorboard
- Language: Jupyter Notebook
- Homepage:
- Size: 54.6 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# reinforcement-learning
### Intro RLlib
* https://www.anyscale.com/blog/an-introduction-to-reinforcement-learning-with-openai-gym-rllib-and-google
### Policy Gradient. A step-by-step tutorial
* https://github.com/MrSyee/pg-is-all-you-need
* https://kowshikchilamkurthy.medium.com/off-policy-vs-on-policy-vs-offline-reinforcement-learning-demystified-f7f87e275b48
### Rainbow. A step-by-step tutorial from DQN to Rainbow
* https://github.com/Curt-Park/rainbow-is-all-you-need
### Advantage-Actor-Critic
* https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752
### Reinforcement Learning Minicourse at CEIA / Deep Learning Brazil.
* https://github.com/dlb-rl/curso-rl-2021/tree/main/Aulas
* https://github.com/bryanoliveira/soccer-twos-env
* https://github.com/dlb-rl/rl-tournament-starter
### Tools
* https://neptune.ai/blog/the-best-tools-for-reinforcement-learning-in-python
### Tensortrade
* https://github.com/tensortrade-org/tensortrade
### Baselines implementations
* https://github.com/DLR-RM/rl-baselines3-zoo (pytorch)
### Course DRL
* https://github.com/yandexdataschool/Practical_RL
* https://cmudeeprl.github.io/403_website/lectures/