Junyan Liu
6 papers · 2023–2026 · 3 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
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Keywords
regret bound
(4)
online learning
(2)
online reinforcement learning
(2)
greedy selection
(1)
pac bound
(1)
regret
(1)
multi-armed bandit
(1)
bandit problem
(1)
optimistic algorithm
(1)
lipschitz constant
(1)
markov game
(1)
search algorithm
(1)
principal-agent problem
(1)
tsallis entropy
(1)
adversarial mdp
(1)
external regret
(1)
black-box reduction
(1)
policy switch
(1)
adversarial transition
(1)
uniform last-iterate guarantee
(1)
Papers
Online Learning for Uninformed Markov Games: Empirical Nash-Value Regret and Non-Stationarity Adaptation
COLT 2026
Learning to Incentivize in Repeated Principal-Agent Problems with Adversarial Agent Arrivals
ICML 2025
Principal-Agent Bandit Games with Self-Interested and Exploratory Learning Agents
ICML 2025
Uniform Last-Iterate Guarantee for Bandits and Reinforcement Learning
NeurIPS 2024
Improved Best-of-Both-Worlds Guarantees for Multi-Armed Bandits: FTRL with General Regularizers and Multiple Optimal Arms
NeurIPS 2023
No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions
NeurIPS 2023