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Yi Liu's Projects

aicatch icon aicatch

Applying Reinforcement Learning to an Old Atari Catch Game

angelsanddevils icon angelsanddevils

Tackles the game theory problem, Angels and Devils, with a Neural Network

deepcolor icon deepcolor

Automatic coloring and shading of manga-style lineart, using Tensorflow + cGANs

docsify icon docsify

🃏 A magical documentation site generator.

flair icon flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

pollyjs icon pollyjs

Record, Replay, and Stub HTTP Interactions.

ppo_tf icon ppo_tf

Implementation of proximal policy optimization(PPO) with tensorflow

tensorflow-mnist-gan-dcgan icon tensorflow-mnist-gan-dcgan

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

trpo icon trpo

Trust Region Policy Optimization - Proximal Policy Optimization Implementation

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