Boxiang Lyu
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (6) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
Conferences
ICML (5)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
markov decision process
(2)
dynamic mechanism design
(2)
reinforcement learning
(2)
vcg mechanism
(2)
regret bound
(1)
welfare maximization
(1)
linear mdp
(1)
markov game
(1)
reward-free exploration
(1)
ranking loss
(1)
ad auction
(1)
shapley value
(1)
click-through rate
(1)
calibrated prediction
(1)
pairwise ranking loss
(1)
budget allocation
(1)
click-through rate prediction
(1)
reward-free reinforcement learning
(1)
pessimism principle
(1)
revenue allocation
(1)
Papers
An Instrumental Value for Data Production and its Application to Data Pricing
ICML 2025
Learning Dynamic Mechanisms in Unknown Environments: A Reinforcement Learning Approach
JMLR 2024
Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning
ICML 2024
Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm
ICML 2023
Pairwise Ranking Losses of Click-Through Rates Prediction for Welfare Maximization in Ad Auctions
ICML 2023
One Policy is Enough: Parallel Exploration with a Single Policy is Near-Optimal for Reward-Free Reinforcement Learning
AISTATS 2023
Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning
ICML 2022