reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction (by ShangtongZhang)
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course. (by dennybritz)
| reinforcement-learning-an-introduction | reinforcement-learning | |
|---|---|---|
| 2 | 1 | |
| 13,229 | 20,125 | |
| - | - | |
| 2.7 | 0.0 | |
| about 1 month ago | 11 months ago | |
| Python | Jupyter Notebook | |
| MIT License | MIT License |
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Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
reinforcement-learning-an-introduction
Posts with mentions or reviews of reinforcement-learning-an-introduction.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-09.
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Help request: Are the results of Sutton and Barto's Example 6.6 Cliff walking believable? What's likely the problem if my SARSA implementation can't replicate?
The python code to generate any figure in this textbook is reproduced in a repo, and you can find the file for the figure in question here: https://github.com/ShangtongZhang/reinforcement-learning-an-introduction/blob/master/chapter06/cliff_walking.py
- Reinforcement Learning - looking for some resources
reinforcement-learning
Posts with mentions or reviews of reinforcement-learning.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-09.
What are some alternatives?
When comparing reinforcement-learning-an-introduction and reinforcement-learning you can also consider the following projects:
Reinforcement-Learning-Notebooks - Single notebook implementation of Deep RL algorithms
Carla_The_RL_Self-Driving-Car - Carla_The_RL_Self-Driving Car
PaLM-rlhf-pytorch - Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
TensorLayer - Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dm_control - Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
hora - In-Hand Object Rotation via Rapid Motor Adaptation (CoRL 2022), and more
reinforcement-learning-an-introduction vs Reinforcement-Learning-Notebooks
reinforcement-learning-an-introduction vs Carla_The_RL_Self-Driving-Car
reinforcement-learning-an-introduction vs PaLM-rlhf-pytorch
reinforcement-learning-an-introduction vs TensorLayer
reinforcement-learning-an-introduction vs dm_control
reinforcement-learning-an-introduction vs hora