Hyeong Kyu (Froilan) Choi's picture

5

Hyeong Kyu (Froilan) Choi

imhgchoi

·

https://www.froilanchoi.com

AI & ML interests

Reliable Multi-Agent LLMs

Recent Activity

upvoted a paper 9 days ago

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

authored a paper 25 days ago

Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection

authored a paper 25 days ago

Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models?

View all activity

Organizations

upvoted a paper 9 days ago

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

Paper • 2605.10899 • Published 12 days ago • 74

upvoted a paper about 1 month ago

Exploration and Exploitation Errors Are Measurable for Language Model Agents

Paper • 2604.13151 • Published Apr 14 • 25

upvoted a paper 3 months ago

Thinking Makes LLM Agents Introverted: How Mandatory Thinking Can Backfire in User-Engaged Agents

Paper • 2602.07796 • Published Feb 8 • 7

upvoted a paper 7 months ago

Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense

Paper • 2510.07242 • Published Oct 8, 2025 • 30

upvoted a paper about 1 year ago

Visual Instruction Bottleneck Tuning

Paper • 2505.13946 • Published May 20, 2025 • 10