Guillermo Pérez
6 papers · 2007–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (17) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
Conferences
ICLR (2)
ACL (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
markov decision process
(2)
policy learning
(1)
message passing
(1)
average reward
(1)
graph convolution
(1)
graph convolutional network
(1)
weisfeiler-lehman algorithm
(1)
near-optimal algorithm
(1)
distinguishing power
(1)
policy computation
(1)
graph neural network
(1)
probabilistic model checking
(1)
online learning
(1)
finite-memory policy
(1)
Papers
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models
ICLR 2024
Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees
ICLR 2023
Let’s Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework
ICML 2021
Finite-Memory Near-Optimal Learning for Markov Decision Processes with Long-Run Average Reward
UAI 2020
Reduction Techniques for Model Checking and Learning in MDPs
IJCAI 2017
MIMUS: A Multimodal and Multilingual Dialogue System for the Home Domain
ACL 2007