Gianluca Brero

4 papers · 2018–2022 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (2) IJCAI (1) NeurIPS (1)

Top co-authors

Sven Seuken (2) Nicolas Lepore (1) Benjamin Lubin (1) Sebastien Lahaie (1) David Parkes (1) Matthias Gerstgrasser (1) Alon Eden (1) David C. Parkes (1) Duncan Rheingans-Yoo (1) Eric Mibuari (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Mathematics & Optimization (3) Core AI (3) Optimization (3) Reinforcement Learning (2) Learning Types (2) Methods (2) Application Areas (1) Bayesian & Probabilistic (1) Optimization & Theory (1)

Keywords

reinforcement learning (2) mechanism design (2) game theory (2) combinatorial auction (2) partially observable markov decision process (1) partial observability (1) preference elicitation (1) auction mechanism (1) stackelberg game (1) monte carlo expectation maximization (1) optimal mechanism (1) multi-agent system (1) auction design (1) sequential price mechanism (1) spectrum auction (1) iterative auction (1) allocative efficiency (1) price update (1) algorithmic pricing (1) tacit collusion (1)

Papers

Learning to Mitigate AI Collusion on Economic Platforms NeurIPS 2022 Reinforcement Learning of Sequential Price Mechanisms AAAI 2021 Fast Iterative Combinatorial Auctions via Bayesian Learning AAAI 2019 Combinatorial Auctions via Machine Learning-based Preference Elicitation IJCAI 2018