Search Results for author: Roya Firoozi

Found 3 papers, 2 papers with code

E2Map: Experience-and-Emotion Map for Self-Reflective Robot Navigation with Language Models

1 code implementation16 Sep 2024 Chan Kim, Keonwoo Kim, Mintaek Oh, Hanbi Baek, Jiyang Lee, Donghwi Jung, Soojin Woo, Younkyung Woo, John Tucker, Roya Firoozi, Seung-Woo Seo, Mac Schwager, Seong-Woo Kim

Given that real-world environments are inherently stochastic, initial plans based solely on LLMs' general knowledge may fail to achieve their objectives, unlike in static scenarios.

General Knowledge Robot Navigation

Splat-MOVER: Multi-Stage, Open-Vocabulary Robotic Manipulation via Editable Gaussian Splatting

1 code implementation7 May 2024 Ola Shorinwa, Johnathan Tucker, Aliyah Smith, Aiden Swann, Timothy Chen, Roya Firoozi, Monroe Kennedy III, Mac Schwager

ASK-Splat enables geometric, semantic, and affordance understanding of 3D scenes, which is critical in many robotics tasks; (ii) SEE-Splat, a real-time scene-editing module using 3D semantic masking and infilling to visualize the motions of objects that result from robot interactions in the real-world.

Grasp Generation Simulated Gaussian Manipulation

Cylindrical Battery Fault Detection under Extreme Fast Charging: A Physics-based Learning Approach

no code implementations5 May 2021 Roya Firoozi, Sara Sattarzadeh, Satadru Dey

High power operation in extreme fast charging significantly increases the risk of internal faults in Electric Vehicle batteries which can lead to accelerated battery failure.

Fault Detection

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