160 Open source projects that are alternatives of or similar to a3c

A3C LSTM Atari with Pytorch plus A3G design

Reinforcement Learning for Super Mario Bros using A3C on GPU

Implementations of deep RL papers and random experimentation

Tensorflow implementation of A3C algorithm

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

TensorFlow A2C to solve Acrobot, with synchronized parallel environments

Combining deep learning and reinforcement learning.

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

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

A continuous action space version of A3C LSTM in pytorch plus A3G design

Live Trading. Please star.

Modelica models integration with Open AI Gym

Collection of OpenAI parametrized action-space environments.

Line follower robot simulator environment for Open AI Gym.

Gym environments and agents for autonomous driving.

用深度强化学习玩合成大西瓜

Training a Neural Network to play Pong from pixels

Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"

Deep Reinforcement Learning for Robotic Grasping from Octrees

A platform to test reinforcement learning policies in the datacenter setting.

An R package providing access to the OpenAI Gym API

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

Deep Reinforcement Learning Algorithms Implementation in PyTorch

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

A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)

Super Mario Reinforcement Learning from Demonstration

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

OpenAI Gym wrapper for ViZDoom enviroments

An OpenAI Gym interface to Tetris on the NES.

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

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

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

pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction

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

A simple, continuous-control environment for OpenAI Gym

Pytorch implementation of distributed deep reinforcement learning

No description or website provided.

Open-source library for a reinforcement learning research.

Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike

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

NEAT for Reinforcement Learning on the OpenAI Gym

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

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

Repository containing Robot Servers ROS packages

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

Deep Developmental Reinforcement Learning

Run OpenAI Gym on a Server

Differential Dynamic Programming controller operating in OpenAI Gym environment.

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

Autonomous Drifting using Reinforcement Learning

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

Pytorch Implementation of RL algorithms

Minimal implementations of reinforcement learning algorithms by Tensorflow

An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

OpenAI Gym Hearts Card Game

Convert DeepMind Control Suite to OpenAI gym environments.

A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources

Deep Reinforcement Learning A3C Crypto Trading Bot

PySC2 OpenAI Gym Environments