activity
20132026
most citedGoal Space Abstraction in Hierarchical Reinforcement Learning via Set-Based Reachability Analysis

6 citations · 11 across the 9 of their papers we have counts for

collaborators

9 papers

cs.MA2026

Monitoring Diameters of Causal Communication Graph with Spatio-Temporal Logic

Lydia Bakiri, Jérémy Dubut, Sergio Mover

Verification of multi-agent systems requires the ability to check meticulous topological properties when it comes to agents that can move through space in continuous time. This dem…

cs.LG2024

Reconciling Spatial and Temporal Abstractions for Goal Representation

Mehdi Zadem, Sergio Mover, Sao Mai Nguyen

Goal representation affects the performance of Hierarchical Reinforcement Learning (HRL) algorithms by decomposing the complex learning problem into easier subtasks. Recent studies…

cs.LG2023

Goal Space Abstraction in Hierarchical Reinforcement Learning via Reachability Analysis

Mehdi Zadem, Sergio Mover, Sao Mai Nguyen

Open-ended learning benefits immensely from the use of symbolic methods for goal representation as they offer ways to structure knowledge for efficient and transferable learning. H…

cs.PL2023★ 1 cited

Historia: Refuting Callback Reachability with Message-History Logics (Extended Version)

Shawn Meier, Sergio Mover, Gowtham Kaki +1

This paper determines if a callback can be called by an event-driven framework in an unexpected state.Event-driven programming frameworks are pervasive for creating user-interactiv…

cs.LG2023★ 6 cited

Goal Space Abstraction in Hierarchical Reinforcement Learning via Set-Based Reachability Analysis

Mehdi Zadem, Sergio Mover, Sao Mai Nguyen

Open-ended learning benefits immensely from the use of symbolic methods for goal representation as they offer ways to structure knowledge for efficient and transferable learning. H…

cs.PL2019

Lifestate: Event-Driven Protocols and Callback Control Flow (Extended Version)

Shawn Meier, Sergio Mover, Bor-Yuh Evan Chang

Developing interactive applications (apps) against event-driven software frameworks such as Android is notoriously difficult. To create apps that behave as expected, developers mus…

cs.LO2017★ 1 cited

DroidStar: Callback Typestates for Android Classes

Arjun Radhakrishna, Nicholas V. Lewchenko, Shawn Meier +5

Event-driven programming frameworks, such as Android, are based on components with asynchronous interfaces. The protocols for interacting with these components can often be describ…

cs.PL2016

Abstracting Event-Driven Systems with Lifestate Rules

Shawn Meier, Aleksandar Chakarov, Maxwell Russek +2

We present lifestate rules--an approach for abstracting event-driven object protocols. Developing applications against event-driven software frameworks is notoriously difficult. On…

cs.LO2013★ 3 cited

IC3 Modulo Theories via Implicit Predicate Abstraction

Alessandro Cimatti, Alberto Griggio, Sergio Mover +1

We present a novel approach for generalizing the IC3 algorithm for invariant checking from finite-state to infinite-state transition systems, expressed over some background theorie…