Lingwei Zhu
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Reinforcement Learning
(5)
Methods
(5)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Core Methods
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
value iteration
(3)
policy optimization
(3)
offline reinforcement learning
(2)
heavy-tailed policy
(2)
entropy regularization
(2)
actor-critic algorithm
(1)
spiking neural network
(1)
atari game
(1)
error bound
(1)
sleep stage classification
(1)
tsallis divergence
(1)
conservative policy iteration
(1)
sparse policy
(1)
actor critic
(1)
kullback-leibler regularization
(1)
q-exponential family
(1)
reinforcement learning
(1)
q-gaussian family
(1)
signal processing
(1)
kullback-leibler divergence
(1)
Papers
q-exponential family for policy optimization
ICLR 2025
Fat-to-Thin Policy Optimization: Offline Reinforcement Learning with Sparse Policies
ICLR 2025
General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence
NeurIPS 2023
Multi-Tier Platform for Cognizing Massive Electroencephalogram
IJCAI 2022
Cautious Actor-Critic
ACML 2021
Geometric Value Iteration: Dynamic Error-Aware KL Regularization for Reinforcement Learning
ACML 2021