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Zichuan Lin's Projects

admrl icon admrl

Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)

async-rl icon async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

deep_q_rl icon deep_q_rl

Theano-based implementation of Deep Q-learning

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

demos icon demos

Demos and tutorials around Torch7.

directfutureprediction icon directfutureprediction

Code for the paper "Learning to Act by Predicting the Future", Alxey Dosovitskiy and Vladlen Koltun, ICLR 2017

distributional-dqn icon distributional-dqn

Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.

dp icon dp

A deep learning library for streamlining research and development using the Torch7 distribution.

dqn icon dqn

implementation for deep q network

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

elf icon elf

An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games

emdqn icon emdqn

Code for paper "Episodic Memory Deep Q-Networks" (https://arxiv.org/abs/1805.07603), IJCAI 2018

faster-rcnn.torch icon faster-rcnn.torch

Experimental Torch7 implementation of RCNN for Object Detection with a Region Proposal Network

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