Matthias Hutsebaut-Buysse

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Adaptation Process

Natural Language

Complex Domains

Reinforcement Learning

Top Venues

Publications

Matthias Hutsebaut-Buysse, Ferran Gebelli Guinjoan, Erwin Rademakers, Steven Latré, Abdellatif Bey-Temsamani, Kevin Mets, Erik Mannens, Tom De Schepper
Directed Real-World Learned Exploration. IROS (2023)
Matthias Hutsebaut-Buysse, Kevin Mets, Steven Latré
Hierarchical Reinforcement Learning: A Survey and Open Research Challenges. Mach. Learn. Knowl. Extr. 4 (1) (2022)
Matthias Hutsebaut-Buysse, Kevin Mets, Tom De Schepper, Steven Latré
Structured Exploration Through Instruction Enhancement for Object Navigation. CoRR (2022)
Matthias Hutsebaut-Buysse, Tom De Schepper, Kevin Mets, Steven Latré
Disagreement Options: Task Adaptation Through Temporally Extended Actions. ECML/PKDD (1) (2021)
Matthias Hutsebaut-Buysse, Kevin Mets, Steven Latré
Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning. CoRR (2020)
Matthias Hutsebaut-Buysse, Kevin Mets, Steven Latré
Language Grounded Task-Adaptation in Reinforcement Learning. ESANN (2020)
Matthias Hutsebaut-Buysse, Kevin Mets, Steven Latré
Fast Task-Adaptation for Tasks Labeled Using Natural Language in Reinforcement Learning. CoRR (2019)