activity
20142017
most citedCombining Neural Networks and Tree Search for Task and Motion Planning in Challenging Environments

23 citations · 45 across the 6 of their papers we have counts for

collaborators

6 papers

eess.SY2017

Tunable Reactive Synthesis for Lipschitz-Bounded Systems with Temporal Logic Specifications

Marcell Vazquez-Chanlatte, Shromona Ghosh, Vasumathi Raman +2

We address the problem of synthesizing reactive controllers for cyber-physical systems subject to Signal Temporal Logic (STL) specifications in the presence of adversarial inputs.…

eess.SY2017★ 8 cited

Model Predictive Control for Signal Temporal Logic Specification

Vasumathi Raman, Alexandre Donzé, Mehdi Maasoumy +3

We present a mathematical programming-based method for model predictive control of cyber-physical systems subject to signal temporal logic (STL) specifications. We describe the use…

cs.RO2017★ 23 cited

Combining Neural Networks and Tree Search for Task and Motion Planning in Challenging Environments

Chris Paxton, Vasumathi Raman, Gregory D. Hager +1

We consider task and motion planning in complex dynamic environments for problems expressed in terms of a set of Linear Temporal Logic (LTL) constraints, and a reward function. We…

eess.SY2016

Diagnosis and Repair for Synthesis from Signal Temporal Logic Specifications

Shromona Ghosh, Dorsa Sadigh, Pierluigi Nuzzo +5

We address the problem of diagnosing and repairing specifications for hybrid systems formalized in signal temporal logic (STL). Our focus is on the setting of automatic synthesis o…

cs.RO2014★ 1 cited

Unsynthesizable Cores - Minimal Explanations for Unsynthesizable High-Level Robot Behaviors

Vasumathi Raman, Hadas Kress-Gazit

With the increasing ubiquity of multi-capable, general-purpose robots arises the need for enabling non-expert users to command these robots to perform complex high-level tasks. To…

cs.SE2014★ 13 cited

Low-Effort Specification Debugging and Analysis

Rüdiger Ehlers, Vasumathi Raman

Reactive synthesis deals with the automated construction of implementations of reactive systems from their specifications. To make the approach feasible in practice, systems engine…