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Search results for tensorflow gym

84 search results found

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Async Rl ⭐ 1,013

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

Batch Ppo ⭐ 919

Efficient Batched Reinforcement Learning in TensorFlow

Deepdrive ⭐ 845

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

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

Rl Book ⭐ 794

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

Rex Gym ⭐ 759

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Tensorflow Tutorial Samples ⭐ 356

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

Airgesture ⭐ 348

Play games without touching keyboard

Trust Region Policy Optimization with TensorFlow and OpenAI Gym

Openai_lab ⭐ 314

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

KEras Reinforcement Learning gYM agents

Deep Reinforcement Learning Gym ⭐ 235

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

Ddpg Aigym ⭐ 220

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

Naf Tensorflow ⭐ 188

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

Tf_deep_rl_trader ⭐ 186

Trading Environment(OpenAI Gym) + PPO(TensorForce)

Dist Dqn ⭐ 181

Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym

Deep Q Learning ⭐ 127

Tensorflow implementation of Deepminds dqn with double dueling networks

DQN implementation in Keras + TensorFlow + OpenAI Gym

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Reinforce_py ⭐ 91

Reinforcement Learning in Python

Drqn Tensorflow ⭐ 88

Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro

Tiny Dqn ⭐ 78

A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

Rl Course Experiments ⭐ 73

Async Deep Rl ⭐ 68

A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783

Tensorflow_rl ⭐ 54

Gym 2048 ⭐ 54

Open AI gym environment for the game 2048

Qiita投稿用に作成したAgent57(強化学習)の実装コードです。

Tensorflow2.0 For Deep Reinforcement Learning ⭐ 44

TensorFlow 2.0 for Deep Reinforcement Learning. 🐙

Reinforcement Learning With Tensorflow ⭐ 39

Reinforcement Learning with TensorFlow, published by Packt

Programmable Agents_tensorflow ⭐ 38

Tensorflow Implementation of Programmable Agents

Tf_openailab_gpu_docker ⭐ 36

Drl Tensorflow ⭐ 33

My DRL library with tensorflow1.14 based on openai spinning-up

Deep Rl Docker ⭐ 32

Docker image with OpenAI Gym, Baselines, MuJoCo and Roboschool, utilizing TensorFlow and JupyterLab.

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Scalable_maddpg ⭐ 30

scalable multi agents reinforcement learning

Deep_rl_acrobot ⭐ 30

TensorFlow A2C to solve Acrobot, with synchronized parallel environments

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

A3c Continuous ⭐ 27

Tensorflow implementation of the asynchronous advantage actor-critic (a3c) reinforcement learning algorithm for continuous action space

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

Tensorgym ⭐ 25

The code for my OpenAI Gym & Tensorflow tutorial.

Deep-Q-Network reinforcement learning algorithm applied to a simple 2d-car-racing environment

Hands On Q Learning With Python ⭐ 22

Hands-On Q-Learning with Python, published by Packt

Asynchronous Advantage Actor Critic

A TensorFlow-based framework for learning about and experimenting with reinforcement learning algorithms

Continual Learning Toolkit for Reinforcement Learning

Sc2atari ⭐ 18

Convert sc2 environment to gym-atari and play some mini-games

Python Reinforcement Learning ⭐ 17

Solve complex real-world problems by mastering reinforcement learning algorithms using OpenAI Gym and TensorFlow

trust region policy optimization base on gym and tensorflow, can run in distribution mode

Ga3c Cpp ⭐ 16

A C++ implementation of the asynchronous advantage actor-critic (A3C) algorithm

Ddpg Tensorflow ⭐ 16

DDPG on OpenAI Gym Pendulum

Dqn Lambda ⭐ 15

NeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.

Reinforcement_learning_ppo_rnd ⭐ 14

Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation

Simple and self-contained TensorFlow implementation of reinforcement learning algorithms for continuous control, integrated with OpenAI Gym and other physics engines.

Swiftreinforce ⭐ 10

Implementation of the Reinforce algorithm using Swift for Tensorflow.

Pyreinforce ⭐ 10

Deep Reinforcement Learning library for Python

Tensor utilities, reinforcement learning, and more!

FitMe is an AI-based fitness application

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

Reinforceflow ⭐ 9

Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

Minimalistic library to simplify and speed up application and Reinforcement Learning

A toolkit for working with RDDL domains in Python3.

Dueling Double Deep Q-Network TensorFlow + TFLearn implementation

Actor Critic Algs On Tensorflow ⭐ 8

Distributed RL implementations

Bipedalwalker V2 ⭐ 7

Solving openAI's game 'BipedalWalker-v2' with Deep Reinforcement Learning

Dqn Agent ⭐ 7

Deep Reinforcement Learning to Play 2048 (with Keras)

Stanford cs231n (HKUST COMP4901J Fall 2018 Deep Learning in Computer Vision) Assignment Repository

PPO implementation of Humanoid-v2 from Open-AI gym

Baselines_tf2 ⭐ 6

Deep Reinforcement Learning algorithms using Tensorflow 2.0's Autograph and tf.function

Mountain Car Continuous ⭐ 6

Implementations of solutions to the continuous mountain car problem. Using OpenAI Gym and Tensorflow 1.1.

A generic, easy to use, and keras-compatible deep RL framework

Openai Universe Agents ⭐ 6

Deep reinforcement learning agents for OpenAI universe environments

Asynchronous_1step ⭐ 5

TensorFlow implementation of the two 1-step methods from "Asynchronous Deep Reinforcement Learning Methods" by Mnih et. al., 2016 for OpenAIs Gym-environment.

Deep Q Network Using Tensorflow ⭐ 5

This repository contains Deep Q-Networks and Double DQN implementation in tensorflow for Open AI Gym environments.

A reinforcement learning library in Python

Implimenting DDPG Algorithm in Tensorflow-2.0

Reinforcement Learning ⭐ 5

Meetup_pythonbq_deeplearning ⭐ 5

Learning Chaos ⭐ 5

Unofficial Python implementation of the DQN (Mnih et al., 2015) with tensorflow

Codes For Rl Project ⭐ 5

IERG 6130 Reinforcement Learning

Deep Reinforcement Learning ⭐ 5

Various Deep Reinforcement Learning techniques applied to different environments. Will be updated with new algorithms and environments often!

Golds Rl Gym ⭐ 5

Cont. control RL algorithms and multi-agent environments

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