Takashi Onishi
8 papers · 2010–2022 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
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Research topics
Reinforcement Learning
(3)
Methods
(3)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Applications · Reinforcement Learning
(1)
Applications · Robotics
(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)
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)
robust option
(1)
dropout q-function
(1)
Papers
Dropout Q-Functions for Doubly Efficient Reinforcement Learning
ICLR 2022
Meta-Model-Based Meta-Policy Optimization
ACML 2021
Learning Robust Options by Conditional Value at Risk Optimization
NeurIPS 2019
Chinese Informal Word Normalization: an Experimental Study
IJCNLP 2013
Synonym Acquisition Using Bilingual Comparable Corpora
IJCNLP 2013
Translation Acquisition Using Synonym Sets
NAACL 2013
Reordering Constraint Based on Document-Level Context
ACL 2011
Paraphrase Lattice for Statistical Machine Translation
ACL 2010