Felix Chalumeau

3 papers · 2023–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

ICLR (1) JMLR (1) NeurIPS (1)

Top co-authors

Maxime Allard (2) arthur flajolet (2) Thomas PIERROT (2) Antoine Cully (2) Raphael Boige (2) Bryan Lim (2) Valentin Macé (2) Shikha Surana (1) Clément Bonnet (1) Arnu Pretorius (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Reinforcement Learning (2) Core AI (2) Mathematics & Optimization (1) Applications (1) Learning Types (1) Methods (1) Optimization (1) Optimization & Theory (1)

Keywords

reinforcement learning (2) hierarchical planning (1) continuous control (1) skill discovery (1) travelling salesman problem (1) policy adaptation (1) evolutionary algorithm (1) hardware acceleration (1) quality-diversity optimization (1) vehicle routing problem (1) quality diversity (1) job shop scheduling (1) population-based algorithm (1) latent space search (1) combinatorial optimization (1) neuroevolution algorithm (1)

Papers

QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration JMLR 2024 Combinatorial Optimization with Policy Adaptation using Latent Space Search NeurIPS 2023 Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery ICLR 2023