Taylor Liu (Taylor-Liu)

Taylor-Liu

Geek Repo

Location:Beijing, China

Home Page:taylorliu.com

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Taylor Liu's repositories

ArduinoFirmware

Motion controller firmware. Release the motor driver v1.0 firmware

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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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bigoposter

Big-O Complexities / Poster of common algorithms used in Computer Science

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BMC

Notes on Scientific Computing for Biomechanics and Motor Control

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caffe_rtpose

Realtime C++ code for multi-person pose estimation

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DeepRL-Agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

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DeepRLHacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

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ebook

classic books of computer science

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keras_Realtime_Multi-Person_Pose_Estimation

Keras version of Realtime Multi-Person Pose Estimation project

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mocap-roboschool-demo

Load motion capture data into Roboschool/MuJoCo

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open-robot

The main ROS package of open source robot

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osim-rl

Reinforcement learning environments with musculoskeletal models

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PFNN

Phase-Functioned Neural Networks for Character Control

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Practical_RL

A course in reinforcement learning in the wild

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pysc2-agents_with_mlsh

MLSH implementation based on pysc2-agents to play pysc2 minigames

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pytorch-template

PyTorch template project

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rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

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Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

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tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning

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tensorforce-benchmark

Benchmarking for the TensorForce reinforcement learning library

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tutorials

机器学习相关教程

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