Claudia Linnhoff-Popien
10 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Renaissance Researcher (5) ๐บ๏ธ Taxonomy Completionist (23) ๐งญ Keyword Pioneer ๐ Interdisciplinary Bridge ๐ Conference Polyglot (5)
๐ฃ
Hot Topic Early Bird
๐
Cross-Pollinator
(13)
๐๏ธ
Keyword Collector
(51)
๐
Century Club
(10)
๐
Conference Pioneer
Conferences
IJCAI (4)
AAAI (2)
INTERSPEECH (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(3)
partially observable markov decision process
(2)
cooperative multi-agent
(2)
thompson sampling
(2)
open-loop planning
(2)
data augmentation
(1)
attention mechanism
(1)
domain generalization
(1)
value function approximation
(1)
multi-armed bandit
(1)
audio classification
(1)
partial observability
(1)
monte-carlo tree search
(1)
bayesian optimization
(1)
hyperparameter optimization
(1)
generative model
(1)
partially observable planning
(1)
value function
(1)
temporal abstraction
(1)
adversarial training
(1)
Papers
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing
IJCAI 2023
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability
ICML 2023
VAST: Value Function Factorization with Variable Agent Sub-Teams
NIPS 2021
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition
AAAI 2021
Stochastic Market Games
IJCAI 2021
A Deep and Recurrent Architecture for Primate Vocalization Classification
INTERSPEECH 2021
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
INTERSPEECH 2020
Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling
AAAI 2019
Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search
IJCAI 2019
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning
IJCAI 2019