267 Open source projects that are alternatives of or similar to pytorch-rl

A collection of multi agent environments based on OpenAI gym.

An OpenAI Gym interface to Tetris on the NES.

ns3-gym - The Playground for Reinforcement Learning in Networking Research

Repository containing Robot Servers ROS packages

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

A Universal Deep Reinforcement Learning Framework

FinRL: Financial Reinforcement Learning Framework. Please star. 🔥

Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

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

🃏 OpenAI Gym No Limit Texas Hold 'em Environment for Reinforcement Learning

Reinforcement Learning for Super Mario Bros using A3C on GPU

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

A framework for easy prototyping of distributed reinforcement learning algorithms

a unified environment for supervised learning and reinforcement learning in the context of quantitative trading

End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo

Code for NIPS 2017 learning to run challenge

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

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

OpenAI's Gym written in pure Rust for blazingly fast performance

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Gym environments and agents for autonomous driving.

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Differential Dynamic Programming controller operating in OpenAI Gym environment.

Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo

PySC2 OpenAI Gym Environments

Train a tic-tac-toe agent using reinforcement learning.

A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

A Python3 NES emulator and OpenAI Gym interface

Deep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network

OpenAI Gym wrapper for the DeepMind Control Suite

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

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

Deep Q-Learning (DQN) implementation for Atari pong.

Comparison of bandit algorithms from the Reinforcement Learning bible.

Lightweight deep RL Libraray for continuous control.

大数据+人工智能+数据结构相关案例项目

A bare-bones Python library for quality diversity optimization.

Experimental (stable, go here: https://github.com/benelot/pybullet-gym) repository of OpenAI Gym environments implemented with Bullet Physics using pybullet.

Minimalistic gridworld package for OpenAI Gym

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

Training a Neural Network to play Pong from pixels

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

Gridworld environments for OpenAI gym.

Simple grid-world environment compatible with OpenAI-gym

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

This is the implementation of paper Model Free Episodic Control

Cloud-native Financial Reinforcement Learning

A simple, continuous-control environment for OpenAI Gym

Reinforcement Learning | tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout

An OpenAI Gym Env for Panda

OpenAI Gym environments using DART

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

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