Voot Tangkaratt
8 papers · 2015–2021 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(6)
π
Cross-Pollinator
(10)
π
Conference Pioneer
Conferences
ICML (3)
ACML (2)
ICLR (2)
AISTATS (1)
Top co-authors
Keywords
imitation learning
(3)
continuous control
(2)
variational inference
(2)
uncertainty quantification
(1)
gradient estimation
(1)
natural gradient
(1)
model-based reinforcement learning
(1)
weight perturbation
(1)
mean-field approximation
(1)
importance weighting
(1)
conditional density
(1)
robust learning
(1)
symmetric loss
(1)
noisy demonstration
(1)
meta reinforcement learning
(1)
sufficient dimension reduction
(1)
gaussian model
(1)
projection matrix
(1)
reward estimation
(1)
imperfect demonstration
(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