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Matthew Fernandez

5 accepted papers

2026

SCUBA: Salesforce Computer Use Benchmark

ICLR 2026poster

We introduce SCUBA, a benchmark designed to evaluate computer-use agents on customer relationship management (CRM) workflows within the Salesforce platform. SCUBA contains 300 task instances derived from real user interviews, spanning three primary personas—platform administrators, sales representat…

Cited by 0SourcecodeScholar
2026

WALT: Web Agents that Learn Tools

ICLR 2026poster

Web agents promise to automate complex browser tasks, but current methods remain brittle -- relying on step-by-step UI interactions and heavy LLM reasoning that break under dynamic layouts and long horizons. Humans, by contrast, exploit website-provided functionality through high-level operations li…

Cited by 0SourcecodeScholar
2025

AquaMILR+: Design of an Untethered Limbless Robot for Complex Aquatic Terrain Navigation

ICRA 2025

This paper presents AquaMILR+, an untethered limbless robot designed for agile navigation in complex aquatic environments. The robot features a bilateral actuation mechanism that models musculoskeletal actuation in many anguilliform swimming organisms which propagates a moving wave from head to tail

Cited by 4SourceScholar
2025

AquaMILR: Mechanical Intelligence Simplifies Control of Undulatory Robots in Cluttered Fluid Environments

ICRA 2025

While undulatory swimming of elongate limbless robots has been extensively studied in open hydrodynamic environments, less research has been focused on limbless locomotion in complex, cluttered aquatic environments. Motivated by the concept of mechanical intelligence [1], where controls for obstacle

Cited by 3SourceScholar
2024

Anisotropic body compliance facilitates robotic sidewinding in complex environments

ICRA 2024poster

Sidewinding, a locomotion strategy characterized by the coordination of lateral and vertical body undulations, is frequently observed in rattlesnakes and has been successfully implemented by limbless robotic systems for effective movement across diverse terrestrial terrains. However, the integration…

Cited by 6SourceScholar