Reinforcement Learning

LLM 기반 다중 에이전트 강화학습을 활용한 이상탐지 기법

대한전자공학회 추계학술대회, October 2025

Dongwook Kwon, Minseong Oh, Cheolsoo Park

Neuromorphic Control of Robotic Manipulators

Developing energy-efficient robotic control systems using SNNs with R-STDP and TD3 reinforcement learning

Jiwoon Lee, Yuntae Park

Neuromorphic Control of Robotic Manipulators

Reinforcement Learning for ECG Personal Authentication

Adaptive ECG feature weighting that feeds high-value descriptors into classical classifiers for secure biometric login.

Reinforcement Learning for ECG Personal Authentication

Game-Inspired Reinforcement Research

Studying exploration, curriculum learning, and human-like adaptation through simulated game environments.

Game-Inspired Reinforcement Research

RL-driven EMG Feature Selection

Using reinforcement learning to choose discriminative EMG features for prostheses, assistive robots, and rehabilitation devices.

RL-driven EMG Feature Selection