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44 search results found

Easy Rl ⭐ 7,643

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

Reinforcement Learning ⭐ 3,119

Minimal and Clean Reinforcement Learning Examples

Deep Reinforcement Learning With Pytorch ⭐ 2,741

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Minimalrl ⭐ 2,417

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

Slm Lab ⭐ 1,052

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

Scalable, event-driven, deep-learning-friendly backtesting library

Pytorch A3c ⭐ 768

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

Pytorch Rl ⭐ 703

Deep Reinforcement Learning with pytorch & visdom

Rl_a3c_pytorch ⭐ 535

A3C LSTM Atari with Pytorch plus A3G design

Reinforcement_learning_tutorial_with_demo ⭐ 357

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..

Actor-critic with experience replay

Noisynet A3c ⭐ 169

Noisy Networks for Exploration

Baby A3c ⭐ 153

A high-performance Atari A3C agent in 180 lines of PyTorch

Deeprl Tensorflow2 ⭐ 139

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

Torch Ac ⭐ 134

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

A3c Pytorch ⭐ 105

PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch

Pysc2 Rl Agents ⭐ 99

StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)

Deep Reinforcement Learning With Python ⭐ 94

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

Reinforcementlearning Atarigame ⭐ 87

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

Combining deep learning and reinforcement learning.

Super Mario Bros Rl ⭐ 57

This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros

Deep Reinforcement Learning Applied To Doom ⭐ 57

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

Async Rl ⭐ 44

Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]

Dist A3c ⭐ 38

Distributed A3C

Rl Gallery ⭐ 34

A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.

Deep_rl_acrobot ⭐ 30

TensorFlow A2C to solve Acrobot, with synchronized parallel environments

Deep Rl Agents ⭐ 28

A3c Super Mario Pytorch ⭐ 28

Reinforcement Learning for Super Mario Bros using A3C on GPU

☔ Deep RL agents with PyTorch☔

Tutorial4rl ⭐ 25

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

Master Thesis ⭐ 25

Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex

Simple Reinforcement Learning Framework

Deep reinforcement learning package for torch7

Deep Reinforcement Learning Notebooks ⭐ 13

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

Lips Reading ⭐ 10

Automated Lip Reading using Deep Reinforcement Learning

Interfacing RL agents with user-definable neural networks and OpenAI-gym environments.

Vizdoomagents ⭐ 9

😈 Train ViZDoom agents by Reinforcement Learning 👻

Distr A3c ⭐ 8

A3C training over cluster using distributed TensorFlow

Generic Hierarchical Deep Reinforcement Learning For Sentiment Analysis ⭐ 8

A3C and generic hierarchical RL for sentiment analysis tasks

A3C Algorithm for classic Atari games

Paac Pytorch ⭐ 5

PyTorch implementation of PAAC from "Efficient Parallel Methods for Deep Reinforcement Learning"

Meta_relational_a3c ⭐ 5

Meta learner A3C algorithm with a neural relational memory module

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