https://github.com/supersjgk/reinforcement_learning

Playing with Reinforcement Learning
https://github.com/supersjgk/reinforcement_learning

epsilon-greedy gym openai-gym ppo python3 q-learning reinforcement-learning

Last synced: about 2 months ago
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Playing with Reinforcement Learning

• Host: GitHub
• URL: https://github.com/supersjgk/reinforcement_learning
• Owner: supersjgk
• Created: 2024-01-05T05:59:20.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-01-05T06:13:16.000Z (about 1 year ago)
• Last Synced: 2024-01-25T06:39:17.002Z (12 months ago)
• Topics: epsilon-greedy, gym, openai-gym, ppo, python3, q-learning, reinforcement-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 36.1 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
### Files

* [FrozenLake_Q-learning_Gym.ipynb](https://github.com/supersjgk/Reinforcement_Learning/tree/main): Adapted and updated from [here](https://github.com/simoninithomas/Deep_reinforcement_learning_Course/blob/master/Q%20learning/FrozenLake/Q%20Learning%20with%20FrozenLake.ipynb). This file implements Q-learning and epsilon greedy strategy.


![Results](https://github.com/supersjgk/Reinforcement_Learning/assets/75927878/bc812086-1ca0-4914-a519-9863c3a84892)