Voot Tangkaratt
8 papers · 2015–2021 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
continuous control
(3)
imitation learning
(3)
deterministic policy gradient
(2)
variational inference
(2)
uncertainty quantification
(1)
gradient estimation
(1)
hierarchical reinforcement learning
(1)
natural gradient
(1)
model-based reinforcement learning
(1)
weight perturbation
(1)
mean-field approximation
(1)
importance weighting
(1)
conditional density
(1)
mutual information maximization
(1)
robust learning
(1)
second-order optimization
(1)
symmetric loss
(1)
latent representation
(1)
noisy demonstration
(1)
meta-reinforcement learning
(1)
Papers
Meta-Model-Based Meta-Policy Optimization
ACML 2021
Robust Imitation Learning from Noisy Demonstrations
AISTATS 2021
Variational Imitation Learning with Diverse-quality Demonstrations
ICML 2020
Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization
ICLR 2019
Imitation Learning from Imperfect Demonstration
ICML 2019
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam
ICML 2018
Guide Actor-Critic for Continuous Control
ICLR 2018
Sufficient Dimension Reduction via Direct Estimation of the Gradients of Logarithmic Conditional Densities
ACML 2015