ai (10583) conference (4486) heuristic (9)
As an effective method for solving complex optimization problems, heuristic search has been widely used in industry, including logistics, digital maps, cloud computing, as well as manufacturing, among others. Work on heuristic search has a long tradition in AI, and there has been much progress over the last few decades. Advanced techniques in heuristic search are highly relevant for a range of real-world applications. On the other hand, real-world industrial applications give rise to interesting data sets a
Title: Practical Challenges in Multi-Agent Path Finding
Abstract: A variety of recent and emerging industrial applications ask us to compute collision-free paths for a team of cooperative agents. To tackle these problems effectively practitioners must grapple with challenging issues such as operational constraints, execution-time uncertainty and the inevitable quality / performance tradeoffs that arise when planning for hundreds and sometimes thousands of simultaneous agents. The good news is that Heuristic Search methods are extremely well positioned to tackle