Jihwan Jeong
9 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🧬 Topic Evolution
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Reinforcement Learning
(5)
Methods
(5)
Core AI
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Keywords
epistemic uncertainty
(2)
symbolic dynamic programming
(2)
deep reinforcement learning
(2)
continuous control
(2)
offline reinforcement learning
(2)
transfer learning
(1)
online learning
(1)
continual learning
(1)
distributional reinforcement learning
(1)
robust performance
(1)
marginalization
(1)
markov decision process
(1)
value function
(1)
value iteration
(1)
class-incremental learning
(1)
closed-form solution
(1)
posterior estimation
(1)
piecewise linear
(1)
embedding learning
(1)
adversarial learning
(1)
Papers
ConvApparel: A Benchmark Dataset and Validation Framework for User Simulators in Conversational Recommenders
EACL 2026
ModelDiff: Symbolic Dynamic Programming for Model-Aware Policy Transfer in Deep Q-Learning
AAAI 2025
Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens
ICML 2025
Demystifying Embedding Spaces using Large Language Models
ICLR 2024
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization
ICLR 2023
A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs
AAAI 2022
An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming
ICML 2022
Online Class-Incremental Continual Learning with Adversarial Shapley Value
AAAI 2021
Symbolic Dynamic Programming for Continuous State MDPs with Linear Program Transitions
IJCAI 2021