Convex Hull Monte-Carlo tree search

This work investigates Monte-Carlo planning for agents in stochastic environments, with multiple objectives. We propose the Convex Hull Monte-Carlo Tree-Search (CHMCTS) framework, which builds upon Trial Based Heuristic Tree Search and Convex Hull Value Iteration (CHVI), as a solution to multi-objec...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Painter, M, Lacerda, B, Hawes, N
التنسيق: Conference item
اللغة:English
منشور في: AAAI Press 2020