Christian Wirth
5 papers · 2012–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Academic Marathon (13)
π
Cross-Pollinator
(13)
π
Trend Setter
Conferences
ACML (1)
EACL (1)
JMLR (1)
RSS (1)
UAI (1)
Top co-authors
Keywords
preference-based reinforcement learning
(2)
trajectory prediction
(1)
policy learning
(1)
gaussian process
(1)
exploration exploitation
(1)
reward shaping
(1)
trajectory feedback
(1)
monte carlo method
(1)
heteroscedastic regression
(1)
model-free learning
(1)
q-value estimation
(1)
uncertainty quantification
(1)
deep classification
(1)
Papers
Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep Classification
RSS 2025
Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection
UAI 2024
A Survey of Preference-Based Reinforcement Learning Methods
JMLR 2017
EPMC: Every Visit Preference Monte Carlo for Reinforcement Learning
ACML 2013
UBY - A Large-Scale Unified Lexical-Semantic Resource Based on LMF
EACL 2012