期刊&会议

IJCAI

International Joint Conference on Artificial Intelligence · 会议 · Artificial Intelligence

2026-08-28 至 2026-08-28 共收录 2 篇

2608.27080 2026-08-28 stat.ML cs.AI cs.LG 新提交

Active Diffusion-Based Inference for Ill-Posed Inverse Problems under Incomplete Priors

基于主动扩散的不完备先验下不适定逆问题推理方法

Jitao Xu, Nobuo Sato, Yaohang Li

AI总结该研究针对不完备先验下的不适定逆问题，提出主动扩散模型求解器，通过后验不确定性修正模型误设，在两类任务上验证了其鲁棒推理的有效性。

Comments Accepted for publication in the Proceedings of IJCAI-ECAI 2026

2608.26939 2026-08-28 cs.MA cs.RO 新提交

Dynamic Haven Selection for Multi-Agent Pickup and Delivery in Constrained Warehouses

受限仓库中多智能体取送货任务的动态避风港选择

Taisei Hirayama, Kohei Yoshida, Hiroki Sakaji, Itsuki Noda

AI总结针对受限仓库多智能体取送货任务的固定避风港缺陷，提出自适应SHARP方法，经大量实验验证其在总完成时间上显著优于SHARP，树形地图中位数减少16.7%

Comments 19 pages, 4 figures, and 3 tables. Accepted at the Joint Workshop on Planning for Complex Real-World Applications (CAIPI) and Bridging the Gap Between AI Planning and (Reinforcement) Learning (PRL), co-located with IJCAI-ECAI 2026