Planning in action language BC while learning action costs for mobile robots

P Khandelwal, F Yang, M Leonetti, V Lifschitz… - Proceedings of the …, 2014 - ojs.aaai.org
The action language BC provides an elegant way of formalizing dynamic domains which
involve indirect effects of actions and recursively defined fluents. In complex robot task …

Mobile robot planning using action language with an abstraction hierarchy

S Zhang, F Yang, P Khandelwal, P Stone - International Conference on …, 2015 - Springer
Planning in real-world environments can be challenging for intelligent robots due to
incomplete domain knowledge that results from unpredictable domain dynamism, and due …

Constructive recognizability for task-directed robot programming

BR Donald, J Jennings, R Brown - Robotics and Autonomous Systems, 1992 - Elsevier
The primary goal of our research is task-level planning. We approach this goal by utilizing a
blend of theory, implementation, and experimentation. We investigate task-level planning for …

Refining the execution of abstract actions with learned action models

F Stulp, M Beetz - Journal of Artificial Intelligence Research, 2008 - jair.org
Robots reason about abstract actions, such as" go to positionl'", in order to decide what to do
or to generate plans for their intended course of action. The use of abstract actions enables …

[PDF][PDF] Learning planning operators with conditional and probabilistic effects

T Oates, PR Cohen - Proceedings of the AAAI Spring Symposium on …, 1996 - cdn.aaai.org
Providing a complete and accurate domain model for an agent situated in a complex
environment can be an extremely difficult task. Actions may have different effects depending …

Robot planning

D McDermott - AI magazine, 1992 - ojs.aaai.org
Research on planning for robots is in such a state of flux that there is disagreement about
what planning is and whether it is necessary. We can take planning to be the optimization …

[PDF][PDF] Back to the blocks world: Learning new actions through situated human-robot dialogue

L She, S Yang, Y Cheng, Y Jia, J Chai… - Proceedings of the 15th …, 2014 - aclanthology.org
This paper describes an approach for a robotic arm to learn new actions through dialogue in
a simplified blocks world. In particular, we have developed a threetier action knowledge …

Efficient task planning using abstract skills and dynamic road map matching

K Elimelech, LE Kavraki, MY Vardi - The International Symposium of …, 2022 - Springer
Task planning is the problem of finding a discrete sequence of actions to achieve a goal.
Unfortunately, task planning in robotic domains is computationally challenging. To address …

[PDF][PDF] Planning, Execution and Learning in a Robotic Agent.

KZ Haigh, MM Veloso - AIPS, 1998 - cdn.aaai.org
This paper presents r, he complete integrated planning, executing and learning robotic
agent ROGUE. We describe ROGUE'S task planner that interleaves high-level task planning …

[引用][C] A concept for a robot action planning system

B Frommherz, K Hoermann - Proc. of the NATO Advanced Research …, 1987 - dl.acm.org
A concept for a robot action planning system | Proc. of the NATO Advanced Research Workshop
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