Frans Oliehoek

5 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (4) ICML (1)

Top co-authors

Jinke He (3) Miguel Suau (2) Miguel Suau de Castro (1) Matthijs T. J. Spaan (1) Herke van Hoof (1) Mustafa Mert Çelikok (1) Matthijs Spaan (1) Elise van der Pol (1) Mikko Lauri (1) Daniel Worrall (1)

Research topics

Reinforcement Learning (4) Artificial Intelligence (3) Machine Learning (3) Core AI (3) Applications (2) Learning Types · Machine Learning (2) Methods (2) Optimization & Theory (2) Deep Learning (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

deep reinforcement learning (2) reinforcement learning (2) partially observable markov decision process (2) networked system (2) influence model (2) multi-agent system (2) active perception (1) online planning (1) group symmetries (1) decentralized planning (1) scalable training (1) monte carlo tree search (1) influence augmentation (1) local simulator (1) simulator abstraction (1) neural network (1) cooperative sensing (1) parallel simulation (1) learned model (1) representation learning (1)

Papers

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems NeurIPS 2022 Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems ICML 2022 Influence-Augmented Online Planning for Complex Environments NeurIPS 2020 MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning NeurIPS 2020 Multi-agent active perception with prediction rewards NeurIPS 2020