Fabian Paischer
4 papers · 2022–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
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)
multilingual model
(1)
pre-trained transformer
(1)
subword embedding
(1)
history representation
(1)
interpretable agent
(1)
history compression
(1)
human-readable memory
(1)
Papers
Learning to Modulate pre-trained Models in RL
NeurIPS 2023
Semantic HELM: A Human-Readable Memory for Reinforcement Learning
NeurIPS 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