IEEE

A Combined Diffusion Model and Reinforcement Learning Approach for Solving the Vehicle Routing Problem With Multiple Soft Time Windows

Abstract: The Vehicle Routing Problem with Multiple Soft Time Windows (VRPMSTW) is a challenging combinatorial optimization problem where a fleet of vehicles must deliver goods to a set of customers, ...

Accelerated Nearly 5 Times! Peking University and ByteDance Team Propose BranchGRPO, Restructuring Diffusion Model Alignment with "Tree Branching + Prun…

This method has demonstrated outstanding performance in HPDv2.1 image alignment and WanX-1.3B video generation. Most notably, ...

Giant Dragon Technology's Patent for 'An IoT-Based Fermentation Monitoring System for Rice Wine' Granted

The Tianyancha APP shows that recently, Chengdu Giant Dragon Biotechnology Co., Ltd. has been granted a patent for 'An IoT-Based Fermentation Monitoring System for Rice Wine.' The abstract indicates ...
IEEE

Log-Scale Quantization in Distributed First-Order Methods: Gradient-Based Learning From Distributed Data

Abstract: Decentralized strategies are of interest for learning from large-scale data over networks. This paper studies learning over a network of geographically distributed nodes/agents subject to ...