Clément Bonnet

3 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Squad

Venues

NeurIPS (2) ICLR (1)

Top co-authors

Shikha Surana (3) Nathan Grinsztajn (3) Alexandre Laterre (2) Arnu Pretorius (2) Tom Barrett (2) Daniel Furelos-Blanco (2) Andries Petrus Smit (1) Donal John Byrne (1) Daniel Luo (1) Cemlyn Neil Waters (1)

Research topics

Reinforcement Learning (3) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Learning Types (2) Methods (2) Mathematics & Optimization (1) Applications (1) Optimization (1)

Keywords

reinforcement learning (2) vehicle routing problem (2) travelling salesman problem (2) combinatorial optimization (2) population-based training (1) population training (1) actor critic (1) job shop scheduling (1) decision-making task (1) traveling salesman (1) latent space search (1) policy population (1) policy adaptation (1) vehicle routing (1) combinatorial problem (1)

Papers

Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX ICLR 2024 Combinatorial Optimization with Policy Adaptation using Latent Space Search NeurIPS 2023 Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization NeurIPS 2023