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20102023
most citedReinforcement Learning with Probabilistic Guarantees for Autonomous Driving

31 citations · 85 across the 19 of their papers we have counts for

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8 papers · 1 filter

eess.SY2017

On the Timed Temporal Logic Planning of Coupled Multi-Agent Systems

Alexandros Nikou, Dimitris Boskos, Jana Tumova +1

This paper presents a fully automated procedure for controller synthesis for multi-agent systems under coupling constraints. Each agent is modeled with dynamics consisting of two t…

eess.SY2017★ 3 cited

Probabilistic Plan Synthesis for Coupled Multi-Agent Systems

Alexandros Nikou, Jana Tumova, Dimos V. Dimarogonas

This paper presents a fully automated procedure for controller synthesis for multi-agent systems under the presence of uncertainties. We model the motion of each of the agents…

eess.SY2016

Multi-Agent Planning under Local LTL Specifications and Event-Based Synchronization

Jana Tumova, Dimos V. Dimarogonas

We study the problem of plan synthesis for multi-agent systems, to achieve complex, high-level, long-term goals that are assigned to each agent individually. As the agents might no…

eess.SY2016

Decomposition of Multi-Agent Planning under Distributed Motion and Task LTL Specifications

Jana Tumova, Dimos V. Dimarogonas

The aim of this work is to introduce an efficient procedure for discrete multi-agent planning under local complex temporal logic behavior specifications. While the first part of an…

eess.SY2016

Cooperative Planning for Coupled Multi-Agent Systems under Timed Temporal Specifications

Alexandros Nikou, Dimitris Boskos, Jana Tumova +1

This paper presents a fully automated procedure for controller synthesis for multi-agent systems under coupled constraints. Each agent has dynamics consisting of two terms: the fir…

eess.SY2015

Synthesizing least-limiting guidelines for safety of semi-autonomous systems

Jana Tumova, Dimos V. Dimarogonas

We consider the problem of synthesizing safe-by-design control strategies for semi-autonomous systems. Our aim is to address situations when safety cannot be guaranteed solely by t…