Constantin A Rothkopf
4 papers · 2016–2023 · 1 conference · across top CS/AI conferences
Achievements
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🏃
Academic Marathon
(7)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
Conferences
NIPS (4)
Top co-authors
Keywords
partially observable markov decision process
(2)
inverse optimal control
(2)
inverse reinforcement learning
(1)
stochastic optimal control
(1)
optimal feedback control
(1)
hamilton-jacobi-bellman equation
(1)
partially observable system
(1)
hyperbolic discounting
(1)
signal-dependent noise
(1)
perceptual uncertainty
(1)
maximum causal entropy
(1)
sensorimotor behavior
(1)
non-exponential discounting
(1)
continuous-time rl
(1)
interception policy
(1)
bayesian inference
(1)
human motor control
(1)
deep learning
(1)
Papers
Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs
NIPS 2023
Reinforcement Learning with Non-Exponential Discounting
NIPS 2022
Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System
NIPS 2021
Catching heuristics are optimal control policies
NIPS 2016