Ming Shi
4 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
ICML (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
regret bound
(2)
online learning
(1)
preference learning
(1)
markov decision process
(1)
constraint satisfaction
(1)
multi-objective optimization
(1)
safe reinforcement learning
(1)
multi-armed bandit
(1)
episodic markov decision process
(1)
linear mixture model
(1)
episodic learning
(1)
instantaneous hard constraint
(1)
Papers
Provably Efficient Multi-Objective Bandit Algorithms Under Preference-Centric Customization
AAAI 2026
Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces
ICML 2025
Near-Optimal Adversarial Reinforcement Learning with Switching Costs
ICLR 2023
A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints
ICML 2023