Bumgeun Park

PhD student, KAIST, Korea Advanced Institute of Science & Technology

Joined

January 2023

Names

Bumgeun Park (Preferred)

Emails

****@kaist.ac.kr (Confirmed)

Personal Links

Career & Education History

PhD student

KAIST, Korea Advanced Institute of Science & Technology (ee.kaist.ac.kr)

2024 – 2029

MS student

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2022 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2024 – Present

Expertise

Reinforcement learning

Present

Publications

Adaptive Policy Backbone via Shared Network
Bumgeun Park, Donghwan Lee
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Analysis of approximate linear programming solution to Markov decision problem with log barrier function
Donghwan Lee, Hyukjun Yang, Bumgeun Park
- ICLR 2026 Poster
- Readers: Everyone
Virtual Action Actor-Critic Framework for Exploration (Student Abstract)
Bumgeun Park, Taeyoung Kim, Quoc-Vinh Lai-Dang, Dongsoo Har
- AAAI 2024
- Readers: Everyone
Off-Policy Reinforcement Learning with Loss Function Weighted by Temporal Difference Error
Bumgeun Park, Taeyoung Kim, Woohyeon Moon, Sarvar Hussain Nengroo, Dongsoo Har
- ICIC (5) 2023
- Readers: Everyone
Sensor Fusion by Spatial Encoding for Autonomous Driving
Quoc-Vinh Lai-Dang, Jihui Lee, Bumgeun Park, Dongsoo Har
- CoRR 2023
- Readers: Everyone
Enhanced Transformer Architecture for Natural Language Processing
Woohyeon Moon, Taeyoung Kim, Bumgeun Park, Dongsoo Har
- PACLIC 2023
- Readers: Everyone
Kick-motion Training with DQN in AI Soccer Environment
Bumgeun Park, Jihui Lee, Taeyoung Kim, Dongsoo Har
- ICAIIC 2023
- Readers: Everyone

View all 14 publications

Co-Authors