zyxue / sutton-barto-rl-exercisesLinks
📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction
☆84Updated last month
Alternatives and similar repositories for sutton-barto-rl-exercises
Users that are interested in sutton-barto-rl-exercises are comparing it to the libraries listed below
Sorting:
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆152Updated 2 years ago
- I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really u…☆53Updated 5 years ago
- Reinforcement Learning in Keras on VizDoom☆142Updated 8 years ago
- Collection of Deep Reinforcement Learning algorithms☆300Updated 6 years ago
- Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks☆330Updated 5 years ago
- random search, hill climbing, policy gradient☆145Updated 7 years ago
- Implementation of Meta-RL A3C algorithm☆405Updated 8 years ago
- Bandits Environments for the OpenAI Gym☆89Updated 5 years ago
- Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog☆623Updated 2 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆138Updated last year
- Deep learning and Reinforcement learning lecture and course work☆100Updated 7 years ago
- Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]☆107Updated 3 years ago
- Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning☆141Updated 8 years ago
- Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conferen…☆277Updated 5 years ago
- [2017] Solving homeworks for Berekeley Deep Reinforcement Learning Course☆33Updated 8 years ago
- This will contain my notes for research papers that I read.☆623Updated 6 years ago
- Cool Inverse Reinforcement Learning Papers☆124Updated 8 years ago
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆160Updated 5 years ago
- Reinforcement Learning Cheat Sheet☆157Updated 6 years ago
- Trust Region Policy Optimization with TensorFlow and OpenAI Gym☆360Updated 5 years ago
- ☆141Updated 7 years ago
- Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym envir…☆277Updated 7 years ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆218Updated 6 years ago
- Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"☆331Updated 4 years ago
- Deep reinforcement learning model implementation in Tensorflow + OpenAI gym☆308Updated 2 years ago
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆182Updated 6 years ago
- Reinforcement Learning using Policy Gradient to solve OpenAI Gym games☆112Updated 7 years ago
- Actor-critic trained w PPO on OpenAI's Procgen Benchmark (PyTorch). Built from scratch.☆101Updated 5 years ago
- A reinforcement learning framework☆157Updated 6 years ago
- For educational materials related to the spinning up workshops.☆205Updated 6 years ago