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42 search results found

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Pytorch A2c Ppo Acktr Gail ⭐ 3,450

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Muzero General ⭐ 2,203

Rainbow ⭐ 1,272

Rainbow: Combining Improvements in Deep Reinforcement Learning

D3rlpy ⭐ 1,149

An offline deep reinforcement learning library

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Rl_a3c_pytorch ⭐ 535

A3C LSTM Atari with Pytorch plus A3G design

Atari Model Zoo ⭐ 187

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

Baby A3c ⭐ 153

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

Atari Rl ⭐ 121

Atari - Deep Reinforcement Learning algorithms in TensorFlow

Visualize_atari ⭐ 99

Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)

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

D4rl Atari ⭐ 82

Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)

Gym Games ⭐ 65

A gymnasium version of various games for reinforcement learning.

Rainbow Iqn Apex ⭐ 52

Distributed Rainbow-IQN for Atari

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

Ml In Tf ⭐ 45

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

Async Deeprl ⭐ 44

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

Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks

Deep Rl Bootcamp Labs ⭐ 32

Solutions to the Deep RL Bootcamp labs

Deep Q Networks ⭐ 32

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

Deep Q Atari ⭐ 29

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.

Paac.pytorch ⭐ 21

Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862

Reinforcement Learning On Google Colab ⭐ 21

Reinforcement Learning algorithm's using google-colab

Dqn Atari Agents ⭐ 18

DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN

Minizero ⭐ 16

MiniZero: An AlphaZero and MuZero Training Framework

Dqn Lambda ⭐ 15

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

Deep Q-Networks in tensorflow

Rl_with_resets ⭐ 11

JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"

Adlxmlds2017 ⭐ 10

Works for Applied Deep Learning / Machine Learning and Having It Deep and Structured (2017 FALL) @ NTU

Cherry Pytorch ⭐ 8

Reinforcement Learning Tutorials & other bedtime stories in PyTorch

RLbox: Solving OpenAI Gym with TensorFlow

A3C Algorithm for classic Atari games

Aitodinorun ⭐ 7

This reference playing atari with deep reinforcement learning and use https://blog.paperspace.com/dino-run/ code to play Google Chrome's offline Dino Run game.

Deep Q Network Ataribreakoutgame ⭐ 7

Playing Atari Breakout Game with Reinforcement Learning (DQN , Deep Q Learning)

Deep Q Learning ⭐ 6

Deep Q-learning Neural Network using tensorflow

Bots For Atari Games ⭐ 6

Bots for Atari Games using Reinforcement Learning

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.

This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.

Deep Reinforcement Learning ⭐ 5

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

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