Matthijs Spaan

2 papers · 2011–2022 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (2)

Top co-authors

Pedro U. Lima (1) Mustafa Mert Çelikok (1) Frans Oliehoek (1) João V. Messias (1) Miguel Suau (1) Jinke He (1)

Research topics

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

Keywords

multi-agent system (2) reinforcement learning (1) convex optimization (1) distributed learning (1) communication policies (1) partially observable markov decision process (1) belief distribution (1) decentralized planning (1) multi-agent planning (1) multi-agent pomdp (1) factored dec-pomdp (1) networked system (1) factored mdp (1) influence model (1) communication policy (1) parallel simulation (1) inter-agent communication (1) multi-agent reinforcement learning (1) learned model (1)

Papers

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems NeurIPS 2022 Efficient Offline Communication Policies for Factored Multiagent POMDPs NeurIPS 2011