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Search results for tensorflow openai gym

69 search results found

Coach ⭐ 2,312

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Noreward Rl ⭐ 1,315

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

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)

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Tensorflow Tutorial Samples ⭐ 356

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

Deep Reinforcement Learning Gym ⭐ 235

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

Neuroflight ⭐ 182

Next Generation Flight Controller Firmware

Dist Dqn ⭐ 181

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

Tensorflow Rl ⭐ 173

Implementations of deep RL papers and random experimentation

Reinforcement_learning ⭐ 149

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

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

Drqn Tensorflow ⭐ 88

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

Ddpg_biped ⭐ 88

Repository for Planar Bipedal walking robot in Gazebo environment using Deep Deterministic Policy Gradient(DDPG) using TensorFlow.

Rl Examples ⭐ 88

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

Openaigym ⭐ 86

Solving OpenAI Gym problems.

Combining deep learning and reinforcement learning.

Tiny Dqn ⭐ 78

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

Gail_gym ⭐ 75

Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.

Reinforcement Learning implementations and research prototyping in TensorFlow

Gym 2048 ⭐ 54

Open AI gym environment for the game 2048

Tf A3c Gpu ⭐ 48

Tensorflow implementation of A3C algorithm

RainBow, Tensorflow

Async Deeprl ⭐ 44

Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning

Reinforcement Learning With Tensorflow ⭐ 39

Reinforcement Learning with TensorFlow, published by Packt

Deep Q Networks ⭐ 32

Implementation of Deep/Double Deep/Dueling Deep Q networks for playing Atari games using Keras and OpenAI gym

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)

Deep_rl_acrobot ⭐ 30

TensorFlow A2C to solve Acrobot, with synchronized parallel environments

Tensorgym ⭐ 25

The code for my OpenAI Gym & Tensorflow tutorial.

Super Mario Reinforcement Learning from Demonstration

Ml Stock Prediction ⭐ 25

A toolset for stock prediction using reinforced learning, including a custom OpenAI environment.

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

Continual Learning Toolkit for Reinforcement Learning

Deep Reinforcement Learning Cs285 Pytorch ⭐ 17

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

Python Reinforcement Learning ⭐ 17

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

Rl Toolkit ⭐ 17

RL-Toolkit: A Research Framework for Robotics

Ddpg Tensorflow ⭐ 16

DDPG on OpenAI Gym Pendulum

Rocket_lander_gym ⭐ 16

💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

Ga3c Cpp ⭐ 16

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

Dqn Lambda ⭐ 15

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

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

Deep Q-Networks in tensorflow

Deep Rl Dqn Tensorflow ⭐ 10

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Pyreinforce ⭐ 10

Deep Reinforcement Learning library for Python

Reinforceflow ⭐ 9

Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

Mountaincar V0_deeprl ⭐ 8

OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Reinforcement Learning An Introduction ⭐ 8

Implementation of Reinforcement Learning Algorithms: Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book & David Silver's course.

RLbox: Solving OpenAI Gym with TensorFlow

Minimalistic library to simplify and speed up application and Reinforcement Learning

Gym Cartpolemod ⭐ 7

Modified CartPole-v0 OpenAI Gym environment with various noisy cases and Reinforcement Learning based controller

Tiny Dqn Tensorflow ⭐ 7

Tiny implementation of Deep-Q Network with Tensorflow

Reinforcement Learning ⭐ 7

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Bipedalwalker V2 ⭐ 7

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

PPO implementation of Humanoid-v2 from Open-AI gym

Lunarlander V2_deeprl ⭐ 6

OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Mountain Car Continuous ⭐ 6

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

Omnetpp Ml ⭐ 6

Materials on how to use machine learning frameworks in OMNeT++

Rlcontrol ⭐ 6

Implementation of Continuous Control RL Algorithms

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

Deep Q Network Using Tensorflow ⭐ 5

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

Actor Critic ⭐ 5

Implementation of A2C and ACKTR in TensorFlow.

Cartpole V0_deeprl ⭐ 5

OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Openai Gym Carracing Dqn ⭐ 5

Train a DQN Agent to play CarRacing 2d using TensorFlow and Keras.

Deeprl Ai ⭐ 5

Deep Reinforcement Learning and Artificial Intelligence in Robotics

Empowerment Driven Exploration ⭐ 5

Tensorflow implementation for Empowerment driven Exploration using Mutual Information Estimation

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