Ziyang Tang
6 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Reinforcement Learning
(5)
Optimization & Theory
(5)
Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(1)
Robotics
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Capabilities
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Models
(1)
Keywords
off-policy evaluation
(3)
reinforcement learning
(3)
kernel bellman loss
(2)
confidence interval
(2)
uncertainty quantification
(1)
fisher information
(1)
importance sampling
(1)
value iteration
(1)
variational framework
(1)
stationary distribution
(1)
lipschitz continuity
(1)
density ratio
(1)
stein variational gradient descent
(1)
interval estimation
(1)
off-policy estimation
(1)
tight confidence bound
(1)
infinite horizon
(1)
matrix-valued kernel
(1)
preconditioning matrix
(1)
martingale concentration inequality
(1)
Papers
Adapting Humanoid Locomotion over Challenging Terrain via Two-Phase Training
CoRL 2024
Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds
ICLR 2021
Accountable Off-Policy Evaluation With Kernel Bellman Statistics
ICML 2020
Off-Policy Interval Estimation with Lipschitz Value Iteration
NeurIPS 2020
Stein Variational Gradient Descent With Matrix-Valued Kernels
NeurIPS 2019
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation
NeurIPS 2018