Philipp Altmann
3 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
multi-agent reinforcement learning
(2)
reinforcement learning
(1)
domain generalization
(1)
attention mechanism
(1)
value function
(1)
value function approximation
(1)
partial observability
(1)
cooperative multi-agent
(1)
distributional shift
(1)
value function factorization
(1)
decentralized execution
(1)
decentralized coordination
(1)
stochastic partial observability
(1)
linear decomposition
(1)
observation processing
(1)
sub-team factorization
(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
VAST: Value Function Factorization with Variable Agent Sub-Teams
NeurIPS 2021