Zeyu Jia
11 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (10)
π§
Keyword Pioneer
π
Conference Polyglot
(6)
π
Academic Marathon
(5)
π
Conference Pioneer
π
Century Club
(11)
β
The Questioner
(3)
Conferences
COLT (3)
ICML (3)
NIPS (2)
ALT (1)
JMLR (1)
L4DC (1)
Top co-authors
Keywords
sample complexity
(4)
linear function approximation
(2)
model-based reinforcement learning
(2)
reinforcement learning
(2)
regret bound
(2)
function approximation
(1)
policy optimization
(1)
off-policy evaluation
(1)
policy learning
(1)
pac learning
(1)
markov decision process
(1)
regret minimization
(1)
value function
(1)
agnostic learning
(1)
offline reinforcement learning
(1)
minimax estimation
(1)
value function approximation
(1)
fitted q-iteration
(1)
kl divergence
(1)
episodic learning
(1)
Papers
On the Minimax Regret of Sequential Probability Assignment via Square-Root Entropy
COLT 2025
Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective
ICML 2025
Offline Reinforcement Learning: Role of State Aggregation and Trajectory Data
COLT 2024
How Does Variance Shape the Regret in Contextual Bandits?
NIPS 2024
When is Agnostic Reinforcement Learning Statistically Tractable?
NIPS 2023
Linear Reinforcement Learning with Ball Structure Action Space
ALT 2023
Entropic characterization of optimal rates for learning Gaussian mixtures
COLT 2023
Intrinsic Dimension Estimation Using Wasserstein Distance
JMLR 2022
Minimax-Optimal Off-Policy Evaluation with Linear Function Approximation
ICML 2020
Model-Based Reinforcement Learning with Value-Targeted Regression
ICML 2020
Model-Based Reinforcement Learning with Value-Targeted Regression
L4DC 2020