Daoming Lyu
4 papers · 2018–2019 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (9) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
AAAI (2)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
symbolic planning
(3)
hierarchical reinforcement learning
(3)
subtask scheduling
(2)
hierarchical decision-making
(2)
deep reinforcement learning
(2)
policy search
(2)
fenchel dual
(1)
subtask interpretability
(1)
stochastic optimization
(1)
block coordinate ascent
(1)
risk management
(1)
autonomous agent
(1)
data efficiency
(1)
option framework
(1)
mean-variance optimization
(1)
Papers
SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning
AAAI 2019
Logic-Based Sequential Decision-Making
AAAI 2019
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization
NIPS 2018
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making
IJCAI 2018