123 Open source projects that are alternatives of or similar to Gym Gridworld

Reinforcement learning for an air traffic control task. OpenAI gym based simulation.

Deep Reinforcement Learning Algorithms Implementation in PyTorch

Repo for the Deep Reinforcement Learning Nanodegree program

Inverse Reinforcement Learning Argorithms

Pytorch implementation of distributed deep reinforcement learning

Python library for Reinforcement Learning.

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

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

Simple 3D interior simulator for RL & robotics research

Seamless, distributed, real-time integration of Blender into PyTorch data pipelines

Make it easy to specify simple MDPs that are compatible with the OpenAI Gym.

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

Reinforcement Learning at UCLA IPAM RIPS 2018

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

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

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

Line follower robot simulator environment for Open AI Gym.

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

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

HoME: a Household Multimodal Environment is a platform for artificial agents to learn from vision, audio, semantics, physics, and interaction with objects and other agents, all within a realistic context.

Collection of OpenAI parametrized action-space environments.

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.

Usage of genetic algorithms to train a neural network in multiple OpenAI gym environments.

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

NEAT for Reinforcement Learning on the OpenAI Gym

A3C LSTM Atari with Pytorch plus A3G design

OpenAI's Gym binding for Julia

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

PyTorch implementation of "Asynchronous advantage actor-critic"

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

This projects aims to use reinforcement learning algorithms to play the game 2048.

OpenAI Gym environments using DART

FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

Autonomous Drifting using Reinforcement Learning

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Jiminy: a fast and portable Python/C++ simulator of poly-articulated systems with OpenAI Gym interface for reinforcement learning

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

Open-source library for a reinforcement learning research.

This is the implementation of paper Model Free Episodic Control

Deep Developmental Reinforcement Learning

Self-driving car simulator for the Duckietown universe

Tensorflow implementation of A3C algorithm

Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

OpenAI Gym wrapper for ViZDoom enviroments

An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES

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

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

Deep Reinforcement Learning for Robotic Grasping from Octrees

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

[파이썬과 케라스로 배우는 강화학습] 예제

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

An OpenAI Gym Env for Panda

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

BabyAI platform. A testbed for training agents to understand and execute language commands.

Collection of Deep Reinforcement Learning algorithms