Automated planning for robotics

E Karpas, D Magazzeni - Annual Review of Control, Robotics …, 2020 - annualreviews.org
Modern robots are increasingly capable of performing “basic” activities such as localization,
navigation, and motion planning. However, for a robot to be considered intelligent, we would …

A review of generalized planning

S Jiménez, J Segovia-Aguas… - The Knowledge …, 2019 - cambridge.org
Generalized planning studies the representation, computation and evaluation of solutions
that are valid for multiple planning instances. These are topics studied since the early days …

COLIN: Planning with continuous linear numeric change

AJ Coles, AI Coles, M Fox, D Long - Journal of Artificial Intelligence …, 2012 - jair.org
In this paper we describe COLIN, a forward-chaining heuristic search planner, capable of
reasoning with COntinuous LINear numeric change, in addition to the full temporal …

Planning over multi-agent epistemic states: A classical planning approach

C Muise, V Belle, P Felli, S McIlraith, T Miller… - Proceedings of the …, 2015 - ojs.aaai.org
Many AI applications involve the interaction of multiple autonomous agents, requiring those
agents to reason about their own beliefs, as well as those of other agents. However …

Beliefs in multiagent planning: From one agent to many

F Kominis, H Geffner - Proceedings of the International Conference on …, 2015 - ojs.aaai.org
Single-agent planning in partially observable settings is a well understood problem and
existing planners can represent and solve a wide variety of meaningful instances. In the …

Model-free, model-based, and general intelligence

H Geffner - arXiv preprint arXiv:1806.02308, 2018 - arxiv.org
During the 60s and 70s, AI researchers explored intuitions about intelligence by writing
programs that displayed intelligent behavior. Many good ideas came out from this work but …

A new approach to plan-space explanation: Analyzing plan-property dependencies in oversubscription planning

R Eifler, M Cashmore, J Hoffmann, D Magazzeni… - Proceedings of the AAAI …, 2020 - aaai.org
In many usage scenarios of AI Planning technology, users will want not just a plan π but an
explanation of the space of possible plans, justifying π. In particular, in oversubscription …

Distributed heuristic forward search for multi-agent planning

R Nissim, R Brafman - Journal of Artificial Intelligence Research, 2014 - jair.org
This paper deals with the problem of classical planning for multiple cooperative agents who
have private information about their local state and capabilities they do not want to reveal …

[PDF][PDF] Generalized planning: Synthesizing plans that work for multiple environments

Y Hu, G De Giacomo - IJCAI Proceedings-International Joint …, 2011 - cs.utoronto.ca
Generalized Planning: Synthesizing Plans that Work for Multiple Environments Page 1
Generalized Planning: Synthesizing Plans that Work for Multiple Environments Toby Hu (University …

Cooperative epistemic multi-agent planning for implicit coordination

T Engesser, T Bolander, R Mattmüller… - arXiv preprint arXiv …, 2017 - arxiv.org
Epistemic planning can be used for decision making in multi-agent situations with distributed
knowledge and capabilities. Recently, Dynamic Epistemic Logic (DEL) has been shown to …