conftrace_
← Authors

Shi Dong

4 papers · 2018–2025 · 4 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+1 more ↓ 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝 Cross-Pollinator (14)

Conferences

COLT (1) ICML (1) JMLR (1) NIPS (1)

Top co-authors

Benjamin Van Roy (3) Zhengyuan Zhou (2) Yan Chen (1) Maria Dimakopoulou (1) Qi Sun (1) Tengyu Ma (1) Qinxun Bai (1) Yiteng Zhang (1)

Keywords

multi-armed bandit (2) thompson sampling (2) bayesian regret (2) state representation (1) optimistic exploration (1) bandit algorithm (1) information theory (1) logistic bandit (1) regret analysis (1) reinforcement learning (1)

Papers

Concurrent Reinforcement Learning with Aggregated States via Randomized Least Squares Value Iteration ICML 2025 Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent States JMLR 2022 On the Performance of Thompson Sampling on Logistic Bandits COLT 2019 An Information-Theoretic Analysis for Thompson Sampling with Many Actions NIPS 2018