Ruitu Xu
6 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
NIPS (3)
AISTATS (2)
ICML (1)
Top co-authors
Keywords
regret bound
(3)
gradient descent
(2)
reinforcement learning
(2)
function approximation
(1)
convergence analysis
(1)
markov decision process
(1)
value iteration
(1)
maximum weight matching
(1)
logarithmic regret
(1)
stochastic process
(1)
biological plausibility
(1)
thompson sampling
(1)
regularized optimization
(1)
linear convergence
(1)
continuous time
(1)
contextual bandit
(1)
heterogeneous agent
(1)
exponential convergence
(1)
two-layer network
(1)
matching market
(1)
Papers
Noise-Adaptive Thompson Sampling for Linear Contextual Bandits
NIPS 2023
Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models via Reinforcement Learning
AISTATS 2023
Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets
NIPS 2022
Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning
ICML 2022
Convergence and Alignment of Gradient Descent with Random Backpropagation Weights
NIPS 2021
Meta Learning in the Continuous Time Limit
AISTATS 2021