Claudia Linnhoff-Popien
10 papers · 2019–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (51)
🚀
Conference Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Keywords
multi-agent reinforcement learning
(3)
partially observable markov decision process
(2)
open-loop planning
(2)
thompson sampling
(2)
cooperative multi-agent
(2)
data augmentation
(1)
attention mechanism
(1)
domain generalization
(1)
value function approximation
(1)
multi-armed bandit
(1)
audio classification
(1)
partial observability
(1)
bayesian optimization
(1)
hyperparameter optimization
(1)
partially observable planning
(1)
value function
(1)
monte carlo tree search
(1)
generative model
(1)
temporal abstraction
(1)
adversarial training
(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
A Deep and Recurrent Architecture for Primate Vocalization Classification
Interspeech 2021
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition
AAAI 2021
Stochastic Market Games
IJCAI 2021
VAST: Value Function Factorization with Variable Agent Sub-Teams
NeurIPS 2021
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
Interspeech 2020
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning
IJCAI 2019
Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling
AAAI 2019
Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search
IJCAI 2019