Fabian Paischer
4 papers · 2022–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (2)
ICML (1)
NAACL (1)
Top co-authors
Keywords
reinforcement learning
(2)
language model
(2)
catastrophic forgetting
(1)
transfer learning
(1)
knowledge transfer
(1)
cross-lingual transfer
(1)
multimodal learning
(1)
partially observable markov decision process
(1)
partially observable environment
(1)
hopfield network
(1)
modulation pool
(1)
pre-trained model
(1)
memory mechanism
(1)
pretrained transformer
(1)
multilingual model
(1)
subword embedding
(1)
history representation
(1)
interpretable agent
(1)
history compression
(1)
human-readable memory
(1)
Papers
Semantic HELM: A Human-Readable Memory for Reinforcement Learning
NIPS 2023
Learning to Modulate pre-trained Models in RL
NIPS 2023
History Compression via Language Models in Reinforcement Learning
ICML 2022
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models
NAACL 2022