Imitational Reinforcement Learning : Learning from Demonstration and Reward Signal

Donghyun Kwak ,  Sang-Woo Lee ,  Sungtae Lee and others 1

한국정보과학회 학술발표논문집

2016 .12

Methods for Sparse Reward in Deep Reinforcement Learning

MyeongSeop Kim ,  Jung-Su Kim

INFORMATION AND CONTROL SYMPOSIUM

2021 .04

A Study on Application of Efficient Lifelong Learning Algorithm to Model-based Reinforcement Learning

Byung-Jun Lee ,  Jongmin Lee ,  Yunseon Choi and others 2

한국정보과학회 학술발표논문집

2020 .12

A Self-Supervised Learning Method of Image-Based Deep Reinforcement Learning for Improving Data Efficiency and Generalization Performance

Sanghoon Pa ,  k ,  Kyeungjin Choi

한국자동차공학회 추계학술대회 및 전시회

2022 .11

An Experimental Study on Object-centric Representation Learning for Model-based Reinforcement Learning

Donghun Lee ,  Ingook Jang ,  Seonghyun Kim and others 1

Korea Artificial Intelligence Conference

2023 .09

Autonomous Driving of Mobile Robot based on Reinforcement Learning: Application of Reward Engineering Techniques

박민재 ,  박찬은 ,  권남규

제어로봇시스템학회 국내학술대회 논문집

2023 .06

Development of Game Materials to Understand Reinforcement Learning Principles for Elementary School Students

Seokyeong Lee ,  Injoo Kim ,  Daegyu Jung and others 1

Proceedings of the Korean Society of Computer Information Conference

2024 .07

Reinforcement Learning Game Agent for Sparse Reward Environment

MyeongSeop Kim ,  Jung-Su Kim

대한전기학회 학술대회 논문집

2020 .07

Analysis of Reward Functions in Deep Reinforcement Learning for Continuous State Space Control

MinKu Kang ,  Kee-Eung Kim

Journal of KIISE

2020 .01

Reward Shaping for a Reinforcement Learning Method-Based Navigation Framework

Cubahi ,  o Roland ,  Donggyu Choi and others 1

한국정보통신학회 종합학술대회 논문집

2022 .10

A Study on the Effect of Applying Reward System Based on Human Player’s Strategy into Multi-Agent Reinforcement Learning

Sung-Yun Pa ,  k ,  Seong-Il Yang

대한전자공학회 학술대회

2019 .11

Survey on Practical Reinforcement Learning : from Imitation Learning to Offline Reinforcement Learning

Dongsu Lee ,  Chanin Eom ,  Sungwoo Choi and others 2

The Journal of Korean Institute of Communications and Information Sciences

2023 .11

AI using Reinforcement Learning Algorithm based Big-Data

Hong ,  Kwangjin ,  Kang

한국정보과학회 학술발표논문집

2015 .06

A Study on the reward functions of reinforcement learning for autonomous driving

Munkyung Kim ,  Jungwoo Lee

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2025 .02

Cooperative Multi-Agent Reinforcement Learning for Global Reward

박영준 ,  김성범

대한산업공학회 추계학술대회 논문집

2018 .11