Kenji Doya
6 papers · 2009–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (12) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(5)
π
Academic Marathon
(16)
π
Cross-Pollinator
(13)
π
Grand Slam
π
Trend Setter
Conferences
ICLR (2)
AAAI (1)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(2)
policy gradient
(1)
policy learning
(1)
theoretical analysis
(1)
gradient estimation
(1)
natural gradient
(1)
policy search
(1)
value iteration
(1)
actor-critic
(1)
model-based reinforcement learning
(1)
particle filter
(1)
variance reduction
(1)
fisher information matrix
(1)
reparameterization gradient
(1)
recurrent neural network
(1)
physiological signal
(1)
missing datum
(1)
wearable device
(1)
softmax operator
(1)
exploding gradient
(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
NIPS 2009