Formally correct composition of coordinated behaviors using control barrier certificates

A Li, L Wang, P Pierpaoli… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
In multi-robot systems, although the idea of behaviors allows for an efficient solution to low-
level tasks, high-level missions can rarely be achieved by the execution of a single behavior …

A sequential composition framework for coordinating multirobot behaviors

P Pierpaoli, A Li, M Srinivasan, X Cai… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
A number of coordinated behaviors are proposed for achieving specific tasks for multirobot
systems. However, since most applications require more than one such behavior, one needs …

Hybrid systems tools for compiling controllers for cyber-physical systems

P Martin, MB Egerstedt - Discrete Event Dynamic Systems, 2012 - Springer
In this paper, we consider the problem of going from high-level specifications of complex
control tasks for cyber-physical systems to their actual implementation and execution on …

Inferring and learning multi-robot policies by observing an expert

P Pierpaoli, H Ravichandar, N Waytowich, A Li… - arxiv preprint arxiv …, 2019 - arxiv.org
We present a technique for learning how to solve a multi-robot mission that requires
interaction with an external environment by observing an expert system executing the same …

A reinforcement learning framework for sequencing multi-robot behaviors

P Pierpaoli, TT Doan, J Romberg… - arxiv preprint arxiv …, 2019 - arxiv.org
Given a list of behaviors and associated parameterized controllers for solving different
individual tasks, we study the problem of selecting an optimal sequence of coordinated …

Sequencing of multi-robot behaviors using reinforcement learning

P Pierpaoli, TT Doan, J Romberg… - Control Theory and …, 2021 - Springer
Given a collection of parameterized multi-robot controllers associated with individual
behaviors designed for particular tasks, this paper considers the problem of how to …

Graph process specifications for hybrid networked systems

PY Twu, P Martin, MB Egerstedt - Discrete Event Dynamic Systems, 2012 - Springer
Many large-scale multi-agent missions consist of a sequence of subtasks, each of which can
be accomplished separately by having agents execute appropriate decentralized …

[PDF][PDF] 基于鸽群决策机制的群体系统协同控制方法

**杰, 莫宏伟, 孙尧 - 电机与控制学报, 2015 - virtualsim.nuaa.edu.cn
在现实世界中邻居个体对个体影响权重的大小与邻居个体在集群系统中的地位和邻居个体与
个体之间的相互状态有着密切的联系, 为了模拟这种情况, 提出一个模仿鸽群决策机制的集群 …