conftrace_

Yeoneung Kim

3 papers · 2022–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

AAAI (1) L4DC (1) NIPS (1)

Top co-authors

Insoon Yang (2) Gihun Kim (1) Namkyeong Cho (1) Jiwhan Park (1) Kwang-Sung Jun (1) Yeongjong Kim (1) Minseok Kim (1)

Keywords

markov decision process (1) optimal control (1) stochastic control (1) policy iteration (1) regret bound (1) physics-informed neural network (1) linear bandit (1) horizon-free regret (1) variance adaptation (1) elliptical potential (1)

Papers

Physics-Informed Approach for Exploratory Hamilton–Jacobi–Bellman Equations via Policy Iterations AAAI 2026 Approximate Thompson Sampling for Learning Linear Quadratic Regulators with $O(\sqrtT)$ Regret L4DC 2025 Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs NIPS 2022