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cs.AI2020
Convex Hull Monte-Carlo Tree Search
Michael Painter, Bruno Lacerda, Nick Hawes
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,…
cs.AI2018
Simultaneous Task Allocation and Planning Under Uncertainty
Fatma Faruq, Bruno Lacerda, Nick Hawes +1
We propose novel techniques for task allocation and planning in multi-robot systems operating in uncertain environments. Task allocation is performed simultaneously with planning,…