Clemens Rosenbaum
5 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(4)
Core AI
(4)
Core Methods
(2)
Learning Paradigms Β· Artificial Intelligence
(2)
Learning Types
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Learning Paradigms Β· Machine Learning
(1)
Methods
(1)
Techniques
(1)
Keywords
neural network architecture
(1)
deep reinforcement learning
(1)
multi-agent reinforcement learning
(1)
reinforcement learning
(1)
multi-task learning
(1)
function approximation
(1)
natural language inference
(1)
in-context learning
(1)
hierarchical reinforcement learning
(1)
state representation
(1)
weight sharing
(1)
temporal abstraction
(1)
successor representation
(1)
modular architecture
(1)
option learning
(1)
routing network
(1)
large language model
(1)
option-critic architecture
(1)
policy over option
(1)
recursive routing
(1)
Papers
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks
ICML 2024
On the Role of Weight Sharing During Deep Option Learning
AAAI 2020
Recursive Routing Networks: Learning to Compose Modules for Language Understanding
NAACL 2019
Eigenoption Discovery through the Deep Successor Representation
ICLR 2018
Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning
ICLR 2018