Long-Fei Li
6 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (14)
π
Keyword Champion
(2)
Conferences
NIPS (3)
AAAI (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
dynamic regret
(4)
reinforcement learning
(3)
online learning
(3)
linear mixture mdp
(3)
unknown transition
(2)
policy optimization
(2)
regret bound
(2)
linear function approximation
(2)
adversarial reward
(2)
markov decision process
(2)
transition kernel
(1)
non-stationary environment
(1)
adversarial reinforcement learning
(1)
least squares estimation
(1)
non-stationary mdp
(1)
model-based rl
(1)
online markov decision process
(1)
adversarial markov decision process
(1)
adversarial learning
(1)
function approximation
(1)
Papers
Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs
NIPS 2024
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
NIPS 2024
Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear Function Approximation
AAAI 2024
Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition
AISTATS 2024
Dynamic Regret of Adversarial Linear Mixture MDPs
NIPS 2023
Dynamic Regret of Online Markov Decision Processes
ICML 2022