Fabian Ritz
5 papers · 2019–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
multi-agent reinforcement learning
(3)
cooperative multi-agent
(2)
domain generalization
(1)
attention mechanism
(1)
adversarial training
(1)
speech analysis
(1)
value function
(1)
value function approximation
(1)
audio classification
(1)
partial observability
(1)
deep neural network
(1)
end-to-end learning
(1)
distributional shift
(1)
value decomposition
(1)
voice analysis
(1)
value function factorization
(1)
decentralized execution
(1)
decentralized coordination
(1)
stochastic partial observability
(1)
resilient system
(1)
Papers
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability
ICML 2023
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing
IJCAI 2023
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition
AAAI 2021
VAST: Value Function Factorization with Variable Agent Sub-Teams
NeurIPS 2021
Deep Neural Baselines for Computational Paralinguistics
Interspeech 2019