leima's repositories

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

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AtomicGameEngine

The Atomic Game Engine is a multi-platform 2D and 3D engine with a consistent API in C++, C#, JavaScript, and TypeScript

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awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

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awesome-deep-vision

A curated list of deep learning resources for computer vision

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awesome-gamedev

:video_game: A list of Game Development resources to make magic happen.

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cgp-cnn-PyTorch

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

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conference_call_for_paper

2018-2019 International Conferences in Artificial Intelligence, Computer Vision and Image Processing

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deep-code-search

DeepCS: Deep Code Search

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deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

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dm_control

The DeepMind Control Suite and Package

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Evolutionary-Autoencoders

Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search

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iGAN

Interactive Image Generation via Generative Adversarial Networks

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imitation-learning

Repository to store conditional imitation learning based AI that runs on CARLA.

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MAgent

A Platform for Many-agent Reinforcement Learning

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one-pixel-attack-keras

Keras reimplementation of "One pixel attack for fooling deep neural networks" using differential evolution on cifar10

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OpenCV-Python-Series

An OpenCV & Python Tutorial Series and Reference.

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papers

:paperclip: Summaries of papers on deep learning

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pycolab

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

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pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

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pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

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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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reinforcement-learning-1

Reinforcement learning baseline agent trained with the Actor-critic (A3C) algorithm.

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RetroCodes

Codes of our team for the OpenAI Retro Contest of reinforcement learning

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s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

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simbody

High-performance C++ multibody dynamics/physics library for simulating articulated biomechanical and mechanical systems like vehicles, robots, and the human skeleton.

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Simple_Linear_Programming_with_CPLEX

Simple Linear Programming with CPLEX

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terngrad

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

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TRN-pytorch

Temporal Relation Networks

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