Matthew Zurek
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (16)
π
Trend Setter
Conferences
COLT (2)
AAAI (1)
ALT (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(1)
spectral clustering
(1)
semidefinite programming
(1)
bayesian inference
(1)
graph clustering
(1)
preference learning
(1)
sample complexity
(1)
community detection
(1)
inverse reinforcement learning
(1)
markov decision process
(1)
discount factor
(1)
optimal policy
(1)
reward learning
(1)
stochastic block model
(1)
minimax optimal
(1)
human feedback
(1)
generative model
(1)
average reward
(1)
average reward mdp
(1)
bias function
(1)
Papers
The Plug-in Approach for Average-Reward and Discounted MDPs: Optimal Sample Complexity Analysis
ALT 2025
Span-Agnostic Optimal Sample Complexity and Oracle Inequalities for Average-Reward RL
COLT 2025
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
NIPS 2024
Gap-Free Clustering: Sensitivity and Robustness of SDP
COLT 2024
Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces
ICML 2024
The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types
AAAI 2023