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Xingbin Liao's Projects

nlp_pemdc icon nlp_pemdc

NLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.

pymarl icon pymarl

Python Multi-Agent Reinforcement Learning framework

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-baselines icon pytorch-baselines

A fork of the fork of OpenAI Baselines, implementations of reinforcement learning algorithms based on pytorch

s2client-proto icon s2client-proto

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

scikit-opt icon scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, improved implementations of reinforcement learning algorithms.

starcraft icon starcraft

Implementations of QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

stft icon stft

Spatial-Temporal Feature Transformation for Video Object Detection, MICCAI2021

td3 icon td3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

transvod icon transvod

The repository is the code for the paper "End-to-End Video Object Detection with Spatial-TemporalTransformers"

workflow icon workflow

C++ Parallel Computing and Asynchronous Networking Engine

youtube-gdd icon youtube-gdd

YouTube-GDD: A challenging gun detection dataset with rich contextual information

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