Dabeen Lee
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
regret bound
(4)
markov decision process
(2)
average-reward reinforcement learning
(2)
value iteration
(2)
constrained optimization
(1)
online convex optimization
(1)
markov chain
(1)
primal-dual algorithm
(1)
multinomial logit
(1)
safe reinforcement learning
(1)
optimistic mirror descent
(1)
regret
(1)
online algorithm
(1)
primal-dual method
(1)
adversarial constraint
(1)
fairness constraint
(1)
scheduling algorithm
(1)
constraint violation
(1)
linear markov decision process
(1)
optimistic value iteration
(1)
Papers
An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints
ICML 2025
Infinite-Horizon Reinforcement Learning with Multinomial Logit Function Approximation
AISTATS 2025
Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span
AISTATS 2025
Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs via Approximation by Discounted-Reward MDPs
AISTATS 2025
Stochastic-Constrained Stochastic Optimization with Markovian Data
JMLR 2024
Scheduling jobs with stochastic holding costs
NeurIPS 2021