conftrace_

Dominik Straub

3 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12)

Conferences

NIPS (2) ICLR (1)

Top co-authors

Matthias Schultheis (2) Constantin A Rothkopf (2) Jan Peters (1) Heinz Koeppl (1) Tobias F. Niehues (1) Constantin A. Rothkopf (1)

Keywords

inverse optimal control (2) partially observable markov decision process (1) optimal feedback control (1) partially observable system (1) signal-dependent noise (1) perceptual uncertainty (1) maximum causal entropy (1) bayesian inference (1) sensorimotor behavior (1)

Papers

Inverse decision-making using neural amortized Bayesian actors ICLR 2025 Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs NIPS 2023 Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System NIPS 2021