Takuya Hiraoka
5 papers · 2014–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
🌈
Renaissance Researcher
(5)
📈
Trend Setter
Top co-authors
Research topics
Reinforcement Learning
(3)
Methods
(3)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Robotics
(1)
Applications · Reinforcement Learning
(1)
Applications · Robotics
(1)
Applications · Natural Language Processing
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
reinforcement learning
(2)
sample efficiency
(2)
robust optimization
(1)
multi-task learning
(1)
policy optimization
(1)
ensemble learning
(1)
policy gradient
(1)
relation extraction
(1)
knowledge base
(1)
markov decision process
(1)
continuous control
(1)
model-based reinforcement learning
(1)
robot control
(1)
meta-reinforcement learning
(1)
layer normalization
(1)
performance guarantee
(1)
conditional value at risk
(1)
double q-learning
(1)
cross-sentence extraction
(1)
n-ary relation
(1)
Papers
Dropout Q-Functions for Doubly Efficient Reinforcement Learning
ICLR 2022
Meta-Model-Based Meta-Policy Optimization
ACML 2021
Cross-Sentence N-ary Relation Extraction using Lower-Arity Universal Schemas
EMNLP 2019
Learning Robust Options by Conditional Value at Risk Optimization
NeurIPS 2019
Reinforcement Learning of Cooperative Persuasive Dialogue Policies using Framing
COLING 2014