Brieuc Pinon

According to our database, Brieuc Pinon authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Theoretical Barriers in Bellman-Based Reinforcement Learning.

Brieuc Pinon, Raphaël M. Jungers, Jean-Charles Delvenne

CoRR, February, 2025

A limitation on black-box dynamics approaches to Reinforcement Learning.

Brieuc Pinon, Raphaël M. Jungers, Jean-Charles Delvenne

Trans. Mach. Learn. Res., 2025

2023

Efficiency Separation between RL Methods: Model-Free, Model-Based and Goal-Conditioned.

Brieuc Pinon, Raphaël M. Jungers, Jean-Charles Delvenne

CoRR, 2023

A model-based approach to meta-Reinforcement Learning: Transformers and tree search.

Brieuc Pinon, Raphaël M. Jungers, Jean-Charles Delvenne

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2021

PAC-learning gains of Turing machines over circuits and neural networks.

Brieuc Pinon, Jean-Charles Delvenne, Raphaël M. Jungers

CoRR, 2021