dennybritz/reinforcement-learning

오늘부터 공부해 보겠음. 도전!

 - 23년 1월 21일

 

Introduction to RL problems & OpenAI Gym

GitHub - dennybritz/reinforcement-learning: Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow.

MDPs and Bellman Equations

GitHub - dennybritz/reinforcement-learning: Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow.

Dynamic Programming: Model-Based RL, Policy Iteration and Value Iteration

GitHub - dennybritz/reinforcement-learning: Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow.

Monte Carlo Model-Free Prediction & Control

GitHub - dennybritz/reinforcement-learning: Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow.

Temporal Difference Model-Free Prediction & Control

GitHub - dennybritz/reinforcement-learning: Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow.

Function Approximation

GitHub - dennybritz/reinforcement-learning: Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow.

Deep Q Learning (WIP)

GitHub - dennybritz/reinforcement-learning: Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow.

Policy Gradient Methods (WIP)

GitHub - dennybritz/reinforcement-learning: Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow.