activity
20102023
most citedEnd-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks

43 citations · 168 across the 35 of their papers we have counts for

collaborators

37 papers

cs.LO2023★ 7 cited

Context-Aided Variable Elimination for Requirement Engineering

Inigo Incer, Albert Benveniste, Richard M. Murray +2

Deriving system-level specifications from component specifications usually involves the elimination of variables that are not part of the interface of the top-level system. This pa…

eess.SY2023★ 1 cited

Lipschitz Continuity of Signal Temporal Logic Robustness Measures: Synthesizing Control Barrier Functions from One Expert Demonstration

Prithvi Akella, Apurva Badithela, Richard M. Murray +1

Control Barrier Functions (CBFs) allow for efficient synthesis of controllers to maintain desired invariant properties of safety-critical systems. However, the problem of identifyi…

cs.LO2023★ 7 cited

Pacti: Scaling Assume-Guarantee Reasoning for System Analysis and Design

Inigo Incer, Apurva Badithela, Josefine Graebener +8

Contract-based design is a method to facilitate modular system design. While there has been substantial progress on the theory of contracts, there has been less progress on scalabl…

eess.SY2023

Barrier-Based Test Synthesis for Safety-Critical Systems Subject to Timed Reach-Avoid Specifications

Prithvi Akella, Mohamadreza Ahmadi, Richard M. Murray +1

We propose an adversarial, time-varying test-synthesis procedure for safety-critical systems without requiring specific knowledge of the underlying controller steering the system.…

cs.RO2022

Synthesizing Reactive Test Environments for Autonomous Systems: Testing Reach-Avoid Specifications with Multi-Commodity Flows

Apurva Badithela, Josefine B. Graebener, Wyatt Ubellacker +3

We study automated test generation for verifying discrete decision-making modules in autonomous systems. We utilize linear temporal logic to encode the requirements on the system u…

cs.RO2022★ 6 cited

Evaluation Metrics for Object Detection for Autonomous Systems

Apurva Badithela, Tichakorn Wongpiromsarn, Richard M. Murray

This paper studies the evaluation of learning-based object detection models in conjunction with model-checking of formal specifications defined on an abstract model of an autonomou…