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a3c

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Jupyter Notebook
11006
22 天前

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Python
3005
2 年前
kengz/SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Python
1277
2 个月前

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

Python
1265
6 年前

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

Python
1077
1 年前

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Jupyter Notebook
753
6 年前

RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

Python
680
1 年前

Simple A3C implementation with pytorch + multiprocessing

Python
639
2 年前

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Python
607
3 年前

Asynchronous Methods for Deep Reinforcement Learning

Python
590
7 年前

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

Python
542
5 年前

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Jupyter Notebook
411
4 年前

Accompanying repository for Let's make a DQN / A3C series.

Python
394
7 年前