Frans Oliehoek
5 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π Cross-Pollinator (15) π Conference Polyglot (2) π§ Keyword Pioneer
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Conferences
NIPS (4)
ICML (1)
Top co-authors
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
NIPS 2022
Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems
ICML 2022
MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning
NIPS 2020
Influence-Augmented Online Planning for Complex Environments
NIPS 2020
Multi-agent active perception with prediction rewards
NIPS 2020