ZhenghaoFei

ZhenghaoFei's starred repositories

tensorflow

An Open Source Machine Learning Framework for Everyone

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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caffe

Caffe: a fast open framework for deep learning.

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reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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deepdream

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torch7

http://torch.ch

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papirus-icon-theme

Pixel perfect icon theme for Linux

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tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

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scientific-python-lectures

Tutorial material on the scientific Python ecosystem

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DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

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mrpt

:zap: The Mobile Robot Programming Toolkit (MRPT)

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DeepMind-Atari-Deep-Q-Learner

The original code from the DeepMind article + my tweaks

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homework

Assignments for CS294-112.

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universe-starter-agent

A starter agent that can solve a number of universe environments.

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deep_q_rl

Theano-based implementation of Deep Q-learning

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simple_dqn

Simple deep Q-learning agent.

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paper-notes

Random notes on papers, likely a short-term repo.

667 113 4

GA3C

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

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modular_rl

Implementation of TRPO and related algorithms

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Platypus

A Free and Open Source Python Library for Multiobjective Optimization

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tensorflow-value-iteration-networks

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

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rosserial

A ROS client library for small, embedded devices, such as Arduino. See: http://wiki.ros.org/rosserial

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tensorflow-reinforce

Implementations of Reinforcement Learning Models in Tensorflow

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tensorflow-community-wheels

Place to upload links to TensorFlow wheels

452 19 227

zed-ros-wrapper

ROS wrapper for the ZED SDK

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VIN

Value Iteration Networks

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dqn-atari

A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well

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organizer-baxter

Final project for the class EE125 - Introduction to Robotics - Fall 2013 - UC Berkeley.

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matris2

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camera_simulate_lidar

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