Gaspard Lambrechts

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Recurrent Networks

Reinforcement Learning

Partially Observable Markov Decision Process

Top Venues

Frontiers Artif. Intell.

Neural Networks

Trans. Mach. Learn. Res.

Publications

Arthur Louette, Gaspard Lambrechts, Damien Ernst, Eric Pirard, Godefroid Dislaire
Reinforcement Learning to improve delta robot throws for sorting scrap metal. CoRR (2024)
Gaspard Lambrechts, Yann Claes, Pierre Geurts, Damien Ernst
Parallelizing Autoregressive Generation with Variational State Space Models. CoRR (2024)
Adrien Bolland, Gaspard Lambrechts, Damien Ernst
Behind the Myth of Exploration in Policy Gradients. CoRR (2024)
Marc Joiret, Marine Leclercq, Gaspard Lambrechts, Francesca Rapino, Pierre Close, Gilles Louppe, Liesbet Geris
Cracking the genetic code with neural networks. Frontiers Artif. Intell. 6 (2023)
Gaspard Lambrechts, Florent De Geeter, Nicolas Vecoven, Damien Ernst, Guillaume Drion
Warming up recurrent neural networks to maximise reachable multistability greatly improves learning. Neural Networks 166 (2023)
Gaspard Lambrechts, Adrien Bolland, Damien Ernst
Informed POMDP: Leveraging Additional Information in Model-Based RL. CoRR (2023)
Gaspard Lambrechts, Adrien Bolland, Damien Ernst
Recurrent networks, hidden states and beliefs in partially observable environments. Trans. Mach. Learn. Res. 2022 (2022)
Gaspard Lambrechts, Adrien Bolland, Damien Ernst
Recurrent networks, hidden states and beliefs in partially observable environments. CoRR (2022)