3 papers
cs.LG2025
Illuminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation
Reza Kakooee, Benjamin Dillenburger
Space layout design (SLD), occurring in the early stages of the design process, nonetheless influences both the functionality and aesthetics of the ultimate architectural outcome.…
cs.CL2024
Fine-tuning Whisper on Low-Resource Languages for Real-World Applications
Vincenzo Timmel, Claudio Paonessa, Reza Kakooee +2
This paper presents a new approach to fine-tuning OpenAI's Whisper model for low-resource languages by introducing a novel data generation method that converts sentence-level data…
cs.LG2022
Design Process is a Reinforcement Learning Problem
Reza kakooee, Benjamin Dillunberger
While reinforcement learning has been used widely in research during the past few years, it found fewer real-world applications than supervised learning due to some weaknesses that…