Ming Shi
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
regret bound
(4)
preference learning
(2)
multi-armed bandit
(2)
multi-objective optimization
(2)
constraint satisfaction
(1)
plackett-luce model
(1)
safe reinforcement learning
(1)
lower bound
(1)
linear mdp
(1)
non-stationary environment
(1)
switching cost
(1)
adversarial reinforcement learning
(1)
episodic markov decision process
(1)
linear mixture model
(1)
instantaneous hard constraint
(1)
conversational query
(1)
instantaneous safety constraints
(1)
non-convex feature spaces
(1)
non-convex safe least squares value iteration (ncs-lsvi)
(1)
episodic learning
(1)
Papers
Provably Efficient Multi-Objective Bandit Algorithms Under Preference-Centric Customization
AAAI 2026
Provably Efficient Personalized Multi-Objective Bandits with Proactive Conversational Queries
UAI 2026
Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces
ICML 2025
A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints
ICML 2023
Near-Optimal Adversarial Reinforcement Learning with Switching Costs
ICLR 2023