binderwang's repositories
60_Days_RL_Challenge
Learn Deep Reinforcement Learning in Depth in 60 days
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15个章节,近20万字。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............ 版权所有,违权必究 Tan 2018.06
Hands-On-Intelligent-Agents-with-OpenAI-Gym
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
open-autonomous-safety
Open Autonomous Safety
ppo-lstm-parallel
ppo-lstm-parallel
PythonRobotics
Python sample codes for robotics algorithms.
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
rl-examples
Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow
rl_a3c_pytorch
A3C LSTM Atari with Pytorch plus A3G design
self-driving-car-1
Udacity Self-Driving Car Engineer Nanodegree projects.
self-driving-car-sim
A self-driving car simulator built with Unity
tensorlayer
Deep Learning for Researchers and Engineers
TRPO-TensorFlow
Trust Region Policy Optimization (TRPO) in pure TensorFlow
binderwang.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
tensor2robot-tf2
Distributed machine learning infrastructure for large-scale robotics research