Pinned Repositories
rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
Byzantine-Federated-RL
code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience
HCVRP_DRL
This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"
Byzantine-Federeated-RL
This repo implements our paper, "Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee", which has been accepted at NuerIPS 2021.
DIFUSCO
Code for "DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization"
NeuOpt
This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", which has been accepted at NeurIPS 2023.
PDP-N2S
This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short oral at IJCAI 2022.
SAC-discrete
Modified versions of the Soft Actor-Critic algorithm for Atari games from https://github.com/ac-93/soft-actor-critic.
TSP-improve
An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.
VRP-DACT
This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has been accepted at NeurIPS 2021.
yining043's Repositories
yining043/TSP-improve
An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.
yining043/VRP-DACT
This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has been accepted at NeurIPS 2021.
yining043/PDP-N2S
This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short oral at IJCAI 2022.
yining043/NeuOpt
This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", which has been accepted at NeurIPS 2023.
yining043/SAC-discrete
Modified versions of the Soft Actor-Critic algorithm for Atari games from https://github.com/ac-93/soft-actor-critic.
yining043/Byzantine-Federeated-RL
This repo implements our paper, "Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee", which has been accepted at NuerIPS 2021.
yining043/DIFUSCO
Code for "DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization"
yining043/GNNPapers
Must-read papers on graph neural networks (GNN)
yining043/RLMA
yining043/amazon-sagemaker-amazon-routing-challenge-sol
AWS Last Mile Route Sequence Optimization
yining043/attention-learn-to-route
Attention based model for learning to solve different routing problems
yining043/coco
Numerical Black-Box Optimization Benchmarking Framework
yining043/distributed_tutorial
yining043/EAS
Efficient Active Search
yining043/ELG
yining043/gemini
Gemini is a modern LaTex beamerposter theme 🖼
yining043/google-research
Google Research
yining043/LCP
yining043/learning-to-delegate
[NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing
yining043/learning-tsp
Code for the paper 'Learning TSP Requires Rethinking Generalization' (arXiv Pre-print)
yining043/LLM-as-HH
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
yining043/NCO_code
L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China
yining043/POMO
codes for paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"
yining043/poppy
:hibiscus: Population-Based Reinforcement Learning for Combinatorial Optimization
yining043/PPO_Lagrangian_PyTorch
Implementation of PPO Lagrangian in PyTorch
yining043/rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
yining043/routefinder
RouteFinder: Towards Foundation Models for Vehicle Routing Problems
yining043/svrg_for_policy_evaluation_with_fewer_gradients
yining043/TSP
yining043/yining043.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes