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Xingbin Liao's Projects

apollo icon apollo

An open autonomous driving platform

awesome-deep-rl icon awesome-deep-rl

This project is for learning and researching on Deep RL. Maintained by University AI researchers.

cs294 icon cs294

homework for CS294 Fall 2017

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

drl icon drl

Deep Reinforcement Learning

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hedwig icon hedwig

PyTorch deep learning models for document classification

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

inmt-lite icon inmt-lite

Interactive Neural Machine Translation-lite (INMT-lite) is a framework to train and develop lite versions (.tflite) of models for neural machine translation (NMT) that can be run on embedded devices like mobile phones and tablets that have low computation power and space. The tflite models generated can be used to build the offline version of INMT mobile, a mobile version of INMT web.

introrl icon introrl

Intro to Reinforcement Learning (强化学习纲要)

libuv icon libuv

Cross-platform asynchronous I/O

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

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