322 Open source projects that are alternatives of or similar to Pcgrad

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.

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

A reinforcement learning package for Julia

A curated list of awesome Deep Reinforcement Learning resources.

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

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

Deep-Reinforcement-Learning-for-Dialogue-Generation-in-tensorflow

PyTorch implementation of Soft Actor-Critic (SAC)

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Repository for codes of 'Deep Reinforcement Learning'

Noisy Networks for Exploration

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

31 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

An OpenAI gym wrapper for CARLA simulator

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

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

An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)