Jan Sobotka
Jan Sobotka
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Do LLMs Strategically Reveal, Conceal, and Infer Information? A Theoretical and Empirical Analysis in The Chameleon Game
Large language model-based (LLM-based) agents have become common in settings that include non-cooperative parties. In such settings, …
Mustafa O. Karabag
,
Jan Sobotka
,
Ufuk Topcu
PDF
DOI
MEIcoder: Decoding Visual Stimuli from Neural Activity by Leveraging Most Exciting Inputs
Decoding visual stimuli from neural population activity is crucial for understanding the brain and for applications in brain-machine …
Jan Sobotka
,
Luca Baroni
,
Ján Antolík
PDF
OpenReview
Weak-to-Strong Generalization under Distribution Shifts
As future superhuman models become increasingly complex, accurately supervising their behavior may exceed human capabilities. Recent …
Myeongho Jeon
,
Jan Sobotka
,
Suhwan Choi
,
Maria Brbic
PDF
OpenReview
Reverse-Engineering Memory in DreamerV3: From Sparse Representations to Functional Circuits
Understanding how reinforcement learning (RL) agents with recurrent neural network architectures encode and use memory remains an open …
Jan Sobotka
,
Auke Ijspeert
,
Guillaume Bellegarda
PDF
OpenReview
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