R
Randy Gomez
Researcher at Honda
Publications - 115
Citations - 917
Randy Gomez is an academic researcher from Honda. The author has contributed to research in topics: Acoustic model & Speech processing. The author has an hindex of 12, co-authored 104 publications receiving 602 citations. Previous affiliations of Randy Gomez include Nara Institute of Science and Technology & Centre national de la recherche scientifique.
Papers
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Journal ArticleDOI
Human-Centered Reinforcement Learning: A Survey
TL;DR: The state-of-the-art human-centered RL algorithms are described and become a starting point for researchers who are initiating their endeavors in human- centered RL and references to the most interesting and successful works are provided.
Journal ArticleDOI
A Review on Interactive Reinforcement Learning From Human Social Feedback
TL;DR: Methods for interactive reinforcement learning agent to learn from human social feedback and the ways of delivering feedback are reviewed.
Proceedings ArticleDOI
Haru: Hardware Design of an Experimental Tabletop Robot Assistant
TL;DR: This paper discusses the design and development of an experimental tabletop robot called "Haru" based on Design Thinking methodology that is rich in affective potential for use in different research fields involving long-term human-robot interaction.
Proceedings ArticleDOI
Distant talking robust speech recognition using late reflection components of room impulse response
TL;DR: A robust and fast dereverberation technique for real-time speech recognition application that performs better and faster than the relevant approach using multi-LPC and reverberant matched model and is robust to speaker and microphone locations.
Proceedings ArticleDOI
Remote heart rate variability for emotional state monitoring
TL;DR: The method is based on a remote photoplethysmography (rPPG) algorithm that estimates remote Heart Rate Variability (rHRV) using a simple camera and shows that there is a strong correlation between the rHRV feature and different emotional states.