1 citations · 2 across the 8 of their papers we have counts for
8 papers
Virtual Action Actor-Critic Framework for Exploration (Student Abstract)
Bumgeun Park, Taeyoung Kim, Quoc-Vinh Lai-Dang +1
Efficient exploration for an agent is challenging in reinforcement learning (RL). In this paper, a novel actor-critic framework namely virtual action actor-critic (VAAC), is propos…
Enhanced Transformer Architecture for Natural Language Processing
Woohyeon Moon, Taeyoung Kim, Bumgeun Park +1
Transformer is a state-of-the-art model in the field of natural language processing (NLP). Current NLP models primarily increase the number of transformers to improve processing pe…
Road Redesign Technique Achieving Enhanced Road Safety by Inpainting with a Diffusion Model
Sumit Mishra, Medhavi Mishra, Taeyoung Kim +1
Road infrastructure can affect the occurrence of road accidents. Therefore, identifying roadway features with high accident probability is crucial. Here, we introduce image inpaint…
Anomaly Detection of Smart Metering System for Power Management with Battery Storage System/Electric Vehicle
Sangkeum Lee, Sarvar Hussain Nengroo, Hojun Jin +4
A novel smart metering technique capable of anomaly detection was proposed for real-time home power management system. Smart meter data generated in real-time was obtained from 900…
Optimal Scheduling of Energy Storage for Power System with Capability of Sensing Short-term Future PV Power Production
Sarvar Hussain Nengroo, Sangkeum Lee, Hojun Jin +1
Constant rise in energy consumption that comes with the population growth and introduction of new technologies has posed critical issues such as efficient energy management on the…
Socially acceptable route planning and trajectory behavior analysis of personal mobility device for mobility management with improved sensing
Sumit Mishra, Praveen Kumar Rajendran, Dongsoo Har
In urban cities, with increasing acceptability of shared spaces used by pedestrians and personal mobility devices (PMDs), there is need for pragmatic socially ac-ceptable path plan…