Hamilton-jacobi reachability: A brief overview and recent advances

S Bansal, M Chen, S Herbert… - 2017 IEEE 56th Annual …, 2017 - ieeexplore.ieee.org
Hamilton-Jacobi (HJ) reachability analysis is an important formal verification method for
guaranteeing performance and safety properties of dynamical systems; it has been applied …

A review of robot learning for manipulation: Challenges, representations, and algorithms

O Kroemer, S Niekum, G Konidaris - Journal of machine learning research, 2021 - jmlr.org
A key challenge in intelligent robotics is creating robots that are capable of directly
interacting with the world around them to achieve their goals. The last decade has seen …

[PDF][PDF] 移动机器人路径规划技术综述

朱大奇, 颜明重 - 控制与决策, 2010 - mool.njust.edu.cn
智能移动机器人路径规划问题一直是机器人研究的核心内容之一. 将移动机器人路径规划方法
概括为: 基于模版匹配路径规划技术, 基于人工势场路径规划技术, 基于地图构建路径规划技术和 …

Control barrier functions for signal temporal logic tasks

L Lindemann, DV Dimarogonas - IEEE control systems letters, 2018 - ieeexplore.ieee.org
The need for computationally-efficient control methods of dynamical systems under temporal
logic tasks has recently become more apparent. Existing methods are computationally …

[图书][B] Hybrid feedback control

RG Sanfelice - 2021 - books.google.com
A comprehensive introduction to hybrid control systems and design Hybrid control systems
exhibit both discrete changes, or jumps, and continuous changes, or flow. An example of a …

Model predictive control from signal temporal logic specifications: A case study

V Raman, M Maasoumy, A Donzé - Proceedings of the 4th ACM SIGBED …, 2014 - dl.acm.org
This paper describes current work on framing the model predictive control (MPC) of cyber-
physical systems as synthesis from signal temporal logic (STL) specifications. We provide a …

Online verification of automated road vehicles using reachability analysis

M Althoff, JM Dolan - IEEE Transactions on Robotics, 2014 - ieeexplore.ieee.org
An approach for formally verifying the safety of automated vehicles is proposed. Due to the
uniqueness of each traffic situation, we verify safety online, ie, during the operation of the …

Multi-agent motion planning from signal temporal logic specifications

D Sun, J Chen, S Mitra, C Fan - IEEE Robotics and Automation …, 2022 - ieeexplore.ieee.org
We tackle the challenging problem of multi-agent cooperative motion planning for complex
tasks described using signal temporal logic (STL), where robots can have nonlinear and …

Graph inverse reinforcement learning from diverse videos

S Kumar, J Zamora, N Hansen… - … on Robot Learning, 2023 - proceedings.mlr.press
Abstract Research on Inverse Reinforcement Learning (IRL) from third-person videos has
shown encouraging results on removing the need for manual reward design for robotic …

Reactive synthesis from signal temporal logic specifications

V Raman, A Donzé, D Sadigh, RM Murray… - Proceedings of the 18th …, 2015 - dl.acm.org
We present a counterexample-guided inductive synthesis approach to controller synthesis
for cyber-physical systems subject to signal temporal logic (STL) specifications, operating in …