https://github.com/makaveli10/reinforcementlearning
Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.
https://github.com/makaveli10/reinforcementlearning
david-silver-course double-dqn dqn dqn-pytorch dynamic-programming experience-replay machine-learning model-free-rl monte-carlo-methods n-step-bootstrapping n-step-sarsa prioritized-experience-replay q-learning q-learning-vs-sarsa random-walk reinforcement-learning sarsa sutton-gambler sutton-gridworld td-learning
Last synced: 11 months ago
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Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.
- Host: GitHub
- URL: https://github.com/makaveli10/reinforcementlearning
- Owner: makaveli10
- Created: 2020-03-17T18:28:32.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2020-05-03T13:39:21.000Z (almost 6 years ago)
- Last Synced: 2025-02-28T08:29:40.218Z (12 months ago)
- Topics: david-silver-course, double-dqn, dqn, dqn-pytorch, dynamic-programming, experience-replay, machine-learning, model-free-rl, monte-carlo-methods, n-step-bootstrapping, n-step-sarsa, prioritized-experience-replay, q-learning, q-learning-vs-sarsa, random-walk, reinforcement-learning, sarsa, sutton-gambler, sutton-gridworld, td-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 6.84 MB
- Stars: 24
- Watchers: 3
- Forks: 4
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
### Learning RL
This repository is highly inspired from [Denny Britz RL repo](https://github.com/dennybritz/reinforcement-learning) contains
solutions to exercise from the book and from the David Silver's RL course. Link to both resources:
- [David Silver's Reinforcement Learning Course](http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html)
- [Reinforcement Learning: An Introduction (2nd Edition)](http://incompleteideas.net/book/RLbook2018.pdf)
- [Lecture Slides](https://www.davidsilver.uk/teaching/)