Formal synthesis of controllers for safety-critical autonomous systems: Developments and challenges
In recent years, formal methods have been extensively used in the design of autonomous
systems. By employing mathematically rigorous techniques, formal methods can provide …
systems. By employing mathematically rigorous techniques, formal methods can provide …
Decentralized tube‐based model predictive control of uncertain nonlinear multiagent systems
A Nikou, DV Dimarogonas - International Journal of Robust …, 2019 - Wiley Online Library
This paper addresses the problem of decentralized tube‐based nonlinear model predictive
control (NMPC) for a general class of uncertain nonlinear continuous‐time multiagent …
control (NMPC) for a general class of uncertain nonlinear continuous‐time multiagent …
Controller synthesis for multi-agent systems with intermittent communication. a metric temporal logic approach
This paper develops a controller synthesis approach for a multi-agent system (MAS) with
intermittent communication. We adopt a leader-follower scheme, where a mobile leader with …
intermittent communication. We adopt a leader-follower scheme, where a mobile leader with …
Enforcing signal temporal logic specifications in multi-agent adversarial environments: A deep q-learning approach
D Muniraj, KG Vamvoudakis… - 2018 IEEE Conference …, 2018 - ieeexplore.ieee.org
This work addresses the problem of learning optimal control policies for a multi-agent
system in an adversarial environment. Specifically, we focus on multi-agent systems where …
system in an adversarial environment. Specifically, we focus on multi-agent systems where …
Integrated motion planning and control under metric interval temporal logic specifications
FS Barbosa, L Lindemann… - 2019 18th European …, 2019 - ieeexplore.ieee.org
This paper proposes an approach that combines motion planning and hybrid feedback
control design in order to find and follow trajectories fulfilling a given complex mission …
control design in order to find and follow trajectories fulfilling a given complex mission …
Decentralized control of uncertain multi-agent systems with connectivity maintenance and collision avoidance
A Filotheou, A Nikou… - 2018 European Control …, 2018 - ieeexplore.ieee.org
This paper addresses the problem of navigation control of a general class of uncertain
nonlinear multi-agent systems in a bounded workspace, which is subset of R n, with static …
nonlinear multi-agent systems in a bounded workspace, which is subset of R n, with static …
Reconfigurable motion planning and control in obstacle cluttered environments under timed temporal tasks
This work addresses the problem of robot navigation under timed temporal specifications in
workspaces cluttered with obstacles. We propose a hybrid control strategy that guarantees …
workspaces cluttered with obstacles. We propose a hybrid control strategy that guarantees …
Scalable distributed controller synthesis for multi-agent systems using barrier functions and symbolic control
DS Sundarsingh, J Bhagiya, J Chatrola… - 2023 62nd IEEE …, 2023 - ieeexplore.ieee.org
In this paper, we propose a computationally efficient symbolic controller synthesis technique
for multi-agent systems. The paper focuses on synthesizing distributed controllers enforcing …
for multi-agent systems. The paper focuses on synthesizing distributed controllers enforcing …
Reactive symbolic planning and control in dynamic adversarial environments
Satisfying both safety and reachability requirements in dynamic adversarial environments is
very challenging, particularly when little or no information about the dynamics and intentions …
very challenging, particularly when little or no information about the dynamics and intentions …
Automata guided semi-decentralized multi-agent reinforcement learning
This paper investigates the problem of deploying a multi-robot team to satisfy a syntactically
co-safe Truncated Linear Temporal Logic (scTLTL) task specification via multi-agent …
co-safe Truncated Linear Temporal Logic (scTLTL) task specification via multi-agent …