Search Results for author: Chae-Bong Sohn

Found 3 papers, 3 papers with code

Remote Bio-Sensing: Open Source Benchmark Framework for Fair Evaluation of rPPG

1 code implementation24 Jul 2023 Dae-Yeol Kim, Eunsu Goh, Kwangkee Lee, JongEui Chae, JongHyeon Mun, Junyeong Na, Chae-Bong Sohn, Do-Yup Kim

rPPG (Remote photoplethysmography) is a technology that measures and analyzes BVP (Blood Volume Pulse) by using the light absorption characteristics of hemoglobin captured through a camera.

Benchmarking

DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource Scheduling

1 code implementation15 May 2020 Tegg Taekyong Sung, Jeongsoo Ha, Jeewoo Kim, Alex Yahja, Chae-Bong Sohn, Bo Ryu

Our Deep Reinforcement Learning (DRL)-based SoC Scheduler (DeepSoCS), capable of learning the "best" task ordering under dynamic environment changes, overcomes the brittleness of rule-based schedulers such as HEFT with significantly higher performance across different types of jobs.

Graph Embedding Scheduling

Deep Multi-Agent Reinforcement Learning with Relevance Graphs

1 code implementation30 Nov 2018 Aleksandra Malysheva, Tegg Taekyong Sung, Chae-Bong Sohn, Daniel Kudenko, Aleksei Shpilman

Over recent years, deep reinforcement learning has shown strong successes in complex single-agent tasks, and more recently this approach has also been applied to multi-agent domains.

Multi-agent Reinforcement Learning reinforcement-learning +1

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