Daoming Lyu
4 papers · 2018–2019 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Keyword Champion (2)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
symbolic planning
(3)
hierarchical reinforcement learning
(3)
hierarchical decision making
(2)
deep reinforcement learning
(2)
subtask scheduling
(2)
policy search
(2)
block-coordinate ascent
(1)
fenchel dual
(1)
stochastic optimization
(1)
subtask interpretability
(1)
risk management
(1)
autonomous agent
(1)
data efficiency
(1)
option framework
(1)
mean-variance optimization
(1)
Papers
Logic-Based Sequential Decision-Making
AAAI 2019
SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning
AAAI 2019
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization
NeurIPS 2018
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making
IJCAI 2018