https://github.com/ai-glimpse/toyrl

Reinforce learning is awesome!
https://github.com/ai-glimpse/toyrl

a2c aiglimpse build-your-own-x double-dqn dqn ppo python3 reinforce reinforcement-learning sarsa toyrl

Last synced: 4 months ago
JSON representation

Reinforce learning is awesome!

• Host: GitHub
• URL: https://github.com/ai-glimpse/toyrl
• Owner: ai-glimpse
• License: apache-2.0
• Created: 2025-04-24T04:55:03.000Z (6 months ago)
• Default Branch: master
• Last Pushed: 2025-06-08T13:46:04.000Z (4 months ago)
• Last Synced: 2025-06-08T14:32:52.345Z (4 months ago)
• Topics: a2c, aiglimpse, build-your-own-x, double-dqn, dqn, ppo, python3, reinforce, reinforcement-learning, sarsa, toyrl
• Language: Python
• Homepage: https://ai-glimpse.github.io/toyrl/
• Size: 2.78 MB
• Stars: 18
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# ToyRL

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## Documentation

[https://ai-glimpse.github.io/toyrl](https://ai-glimpse.github.io/toyrl)

## Installation

```bash

pip install toyrl

```

## Algorithms

- [x] REINFORCE

- [x] SARSA

- [x] DQN & Double DQN

- [x] A2C

- [x] PPO

## References

- [kengz/SLM-Lab](https://github.com/kengz/SLM-Lab): Our implementations are inspired by the book "Foundations of Deep Reinforcement Learning" and the implementation of SLM-Lab.

- [vwxyzjn/cleanrl](https://github.com/vwxyzjn/cleanrl): The main reference for the implementation of the PPO implementation.