Vicenç Gómez
11 papers · 2007–2022 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Optimization & Theory
(6)
Reinforcement Learning
(3)
Core AI
(3)
Learning Types
(3)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Learning Paradigms
(2)
Methods
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Mathematics
(1)
Keywords
markov decision process
(5)
partition function
(2)
policy iteration
(2)
policy optimization
(2)
belief propagation
(2)
transfer learning
(1)
function approximation
(1)
temporal difference learning
(1)
probabilistic inference
(1)
approximate inference
(1)
text classification
(1)
emotion recognition
(1)
hierarchical reinforcement learning
(1)
value function
(1)
natural language processing
(1)
online learning
(1)
dynamic programming
(1)
stochastic control
(1)
sample efficiency
(1)
reinforcement learning
(1)
Papers
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes
AAAI 2022
Uncovering the Limits of Text-based Emotion Detection
EMNLP 2021
Adaptive Smoothing for Path Integral Control
JMLR 2020
Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models
ICLR 2020
NEVAE: A Deep Generative Model for Molecular Graphs
JMLR 2020
On the design of consequential ranking algorithms
UAI 2020
Fast rates for online learning in Linearly Solvable Markov Decision Processes
COLT 2017
Dynamic Policy Programming
JMLR 2012
Dynamic Policy Programming with Function Approximation
AISTATS 2011
Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation
JMLR 2010
Truncating the Loop Series Expansion for Belief Propagation
JMLR 2007