landoufulxf Goto Github PK

deep-reinforcement-learning-with-pytorch

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

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deepmimic

Motion imitation with deep reinforcement learning.

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

deepreinforcementlearningthatmatters

Accompanying code for "Deep Reinforcement Learning that Matters"

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl-1

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

dinoruntutorial

Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"

dl_rl_zoo

Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".

dm_control

The DeepMind Control Suite and Package

dnc-tensorflow

A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

dqn_ddqn_dueling_and_ddpg_tensorflow

Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)

drl-robot-navigation

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

drl4recsys

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

drone_flight_controller

This is the code for "Drone Flight Controller" By Siraj Raval on Youtube

dynaq

Exploring the Dyna-Q reinforcement learning algorithm

eecs-349-project

elf

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

emdqn

Code for paper "Episodic Memory Deep Q-Networks" (https://arxiv.org/abs/1805.07603), IJCAI 2018

evolution-strategies-starter

Starter code for Evolution Strategies

football

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

freeciv-python

This is the learning environment for Freeciv 3.1 with python bindings for advancements in RL. This is the first project of it's kind in the world and will also be the most challenging environment out there.

garage

A framework for reproducible reinforcement learning research