702 Open source projects that are alternatives of or similar to Gym Unrealcv

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

Structural implementation of RL key algorithms

PyTorch implementation of Soft Actor-Critic (SAC)

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

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

Sokoban environment for OpenAI Gym

PyTorch Implementation of REINFORCE for both discrete & continuous control

A collection of multi agent environments based on OpenAI gym.

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

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

A Trading environment base on Gym

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

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

AI research environment for the Atari 2600 games 🤖.

Explore and find reinforcement learning environments in a list of 150+ open source environments.

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features

An OpenAI-gym-like environment for Little Fighter 2

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.

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

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

DrQ: Data regularized Q

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

Reinforcement Learning Algorithms

OpenAI Gym wrapper for the DeepMind Control Suite

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

MuZero

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

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

Abstractions, algorithms, and utilities for reinforcement learning in Julia

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Implementations of deep RL papers and random experimentation

A simple word game designed to teach the basics of C++ and project / solution management. (ref:BC_URC) http://gdev.tv/urcgithub

Implementation for the Neural Logic Machines (NLM).

Plugin with example procedural mesh actors and components

A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading

Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering

Deep Reinforcement Learning for de-novo Drug Design

Artificial Intelligence Learning Notes.

Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071

Reinforcement learning framework to accelerate research

A learning environment for man-made Interactive Fiction games.

Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange

An open-world head-to-head tank fight with simple AI, terrain, and advanced control system in Unreal 4. (ref: BT_URC) http://gdev.tv/urcgithub

An End-To-End, Lightweight and Flexible Platform for Game Research

Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

Collection of stats, modeling, and data science tools in Python and R.

Awesome Game AI materials of Multi-Agent Reinforcement Learning

An attempt to make Unreal Engine 4 projects more consistent