RoyalSkye

CS Ph.D. Candidate @ NTU

Nanyang Technological UniversitySingapore

Pinned Repositories

awesome-fm4co
Recent research papers about Foundation Models for Combinatorial Optimization
171 7 012
rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
Language:Python462 9 9284
AGH
[IEEE TKDE | TITS 2023] "Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling" | "Neural Airport Ground Handling"
Language:Python22 2 23
Atari-DRL
Play Atari(Breakout) Game by DRL - DQN, Noisy DQN and A3C
Language:Python13 2 04
ATCL
[NeurIPS 2022] "Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks"
Language:Python13 2 03
Image-Caption
Using LSTM or Transformer to solve Image Captioning in Pytorch
Language:Python76 2 725
Omni-VRP
[ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"
Language:Python44 2 14
Routing-CNF
[NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"
Language:Python16 2 00
Routing-MVMoE
[ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"
Language:Python54 3 36
Tileworld-MAS
Tileworld: Multi-Agent System
Language:Java5 3 01

RoyalSkye's Repositories

RoyalSkye/Image-Caption
Using LSTM or Transformer to solve Image Captioning in Pytorch
Language:Python76 2 725
RoyalSkye/Routing-MVMoE
[ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"
Language:Python54 3 36
RoyalSkye/Omni-VRP
[ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"
Language:Python44 2 14
RoyalSkye/AGH
[IEEE TKDE | TITS 2023] "Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling" | "Neural Airport Ground Handling"
Language:Python22 2 23
RoyalSkye/Routing-CNF
[NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"
Language:Python16 2 00
RoyalSkye/Atari-DRL
Play Atari(Breakout) Game by DRL - DQN, Noisy DQN and A3C
Language:Python13 2 04
RoyalSkye/ATCL
[NeurIPS 2022] "Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks"
Language:Python13 2 03
RoyalSkye/Tileworld-MAS
Tileworld: Multi-Agent System
Language:Java5 3 01
RoyalSkye/NTU-Lab
The Materials for NTU-SCSE Lab
Language:C2 1 00
RoyalSkye/rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
Language:Python1 0 00
RoyalSkye/AI
Eight Puzzle Problem and Artificial Neural Network developed in March, 2018 for AI Course taught by Professor Hao
Language:C++0 1 00
RoyalSkye/Gossip
the algorithm of Anti-entropy and Gossiping developed in Dec, 2017 for Distributed System Course taught by SongJie
Language:Java0 1 00
RoyalSkye/LeetCode
Practice Makes Perfect.
Language:Java0 1 01
RoyalSkye/Linux
an interesting game developed in December, 2017 for Linux Course taught by ShiKai
Language:C0 1 00
RoyalSkye/Mine3D
Mine Information Visualization
Language:Python1 0
RoyalSkye/Paper-note
Research Paper Note
2 0
RoyalSkye/royalskye.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Language:JavaScript1 0
RoyalSkye/SSM
neusoft project
Language:JavaScript1 04
RoyalSkye/SSM--2.0
neu project, add some functions, and configure server in Linux
Language:JavaScript1 01

RoyalSkye

Pinned Repositories

awesome-fm4co

rl4co

AGH

Atari-DRL

ATCL

Image-Caption

Omni-VRP

Routing-CNF

Routing-MVMoE

Tileworld-MAS

RoyalSkye's Repositories

RoyalSkye/Image-Caption

RoyalSkye/Routing-MVMoE

RoyalSkye/Omni-VRP

RoyalSkye/AGH

RoyalSkye/Routing-CNF

RoyalSkye/Atari-DRL

RoyalSkye/ATCL

RoyalSkye/Tileworld-MAS

RoyalSkye/NTU-Lab

RoyalSkye/rl4co

RoyalSkye/AI

RoyalSkye/Gossip

RoyalSkye/LeetCode

RoyalSkye/Linux

RoyalSkye/Mine3D

RoyalSkye/Paper-note

RoyalSkye/royalskye.github.io

RoyalSkye/SSM

RoyalSkye/SSM--2.0