Kenji Doya
6 papers · 2009–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (14) π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Reinforcement Learning
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Methods
(4)
Deep Learning
(2)
Bayesian & Probabilistic
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Learning Types Β· Deep Learning
(1)
Keywords
reinforcement learning
(4)
variational inference
(1)
bayesian inference
(1)
policy gradient
(1)
policy learning
(1)
theoretical analysis
(1)
gradient estimation
(1)
natural gradient
(1)
policy search
(1)
value iteration
(1)
model-based reinforcement learning
(1)
particle filter
(1)
variance reduction
(1)
fisher information matrix
(1)
partially observable environment
(1)
actor-critic algorithm
(1)
latent variable
(1)
reparameterization gradient
(1)
recurrent neural network
(1)
robotic control
(1)
Papers
Training Recurrent Neural Networks with Inherent Missing Data for Wearable Device Applications (Student Abstract)
AAAI 2025
Variational oracle guiding for reinforcement learning
ICLR 2022
Variational Recurrent Models for Solving Partially Observable Control Tasks
ICLR 2020
Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning
AISTATS 2019
PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos
ICML 2018
A Generalized Natural Actor-Critic Algorithm
NeurIPS 2009