Yixiu Mao
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Triple Crown
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Venues
Top co-authors
Research topics
Keywords
offline reinforcement learning
(5)
extrapolation error
(4)
out-of-distribution action
(3)
importance sampling
(2)
policy learning
(2)
value function
(1)
action selection
(1)
policy optimization
(1)
differentiable programming
(1)
out-of-distribution state
(1)
multi-object tracking
(1)
policy improvement
(1)
behavior policy
(1)
policy iteration
(1)
value overestimation
(1)
dynamic programming
(1)
in-sample learning
(1)
mild generalization
(1)
continuous optimization
(1)
policy evaluation
(1)
Papers
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments
ICML 2025
Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning
AAAI 2025
Doubly Mild Generalization for Offline Reinforcement Learning
NeurIPS 2024
Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression
NeurIPS 2024
In-sample Actor Critic for Offline Reinforcement Learning
ICLR 2023
Supported Trust Region Optimization for Offline Reinforcement Learning
ICML 2023
Supported Value Regularization for Offline Reinforcement Learning
NeurIPS 2023
A Hypergradient Approach to Robust Regression without Correspondence
ICLR 2021