322 Open source projects that are alternatives of or similar to Muzero Pytorch

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

Malmo Collaborative AI Challenge - Team Pig Catcher

Repository for codes of Deep Reinforcement Learning (DRL) lectured at Samsung

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

Solved lab problems, slides and notes of the Deep Reinforcement Learning bootcamp 2017 held at UCBerkeley

Highly Modular and Scalable Reinforcement Learning

An advanced program in Machine Learning and Deep Learning

A deep reinforcement learning bot that plays tetris

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

Deep reinforcement learning for recommendation system

Imitation learning algorithms

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

🤖 Implements of Reinforcement Learning algorithms.

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

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

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

Top 200 deep learning Github repositories sorted by the number of stars.

PyTorch Implementation of Neural Episodic Control (NEC)

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

Summary of key papers in deep reinforcement learning. Heavily based on OpenAI SpinningUp.

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

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

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

Deep reinforcement learning using baidu PARL(maze,flappy bird and so on)

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

💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.

Using deep reinforcement learning to tackle the game 2048.

Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:

Artificial intelligence for the Snake game.

Resources, papers, tutorials

A collection of materials to help you learn about deep learning

MuZero

Deep Reinforcement Learning (DRL) agents applied to medical images

Deep Reinforcement Learning Notes

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

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

Rainbow: Combining Improvements in Deep Reinforcement Learning

[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

Notes and comments about Deep Reinforcement Learning papers

PyTorch Implementation of Trust Region Policy Optimization (TRPO)

Code for reproducing experiments in Model-Based Active Exploration, ICML 2019

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).

PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch

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

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

TensorFlow implementation of Deep Reinforcement Learning papers

Implementation of the Deep Q-learning algorithm to solve MDPs

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

For deep RL and the future of AI.

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

My Solution to Assignments of CS234

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

Teach a Quadcopter How to Fly!

CSCI 599 deep learning and its applications final project

Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!