Michael Eichelbeck
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
policy gradient
(2)
conformal prediction
(1)
uncertainty quantification
(1)
entropy estimation
(1)
continuous action space
(1)
proximal policy optimization
(1)
action masking
(1)
control task
(1)
action space
(1)
coverage guarantee
(1)
stochastic policy
(1)
continuous action masking
(1)
truncated distribution
(1)
action-constrained reinforcement learning
(1)
reinforcement learning
(1)
state-specific relevant action
(1)
Papers
Improving Stochastic Action-Constrained Reinforcement Learning via Truncated Distributions
AAAI 2026
Zono-Conformal Prediction: Zonotope-Based Uncertainty Quantification for Regression and Classification Tasks
JMLR 2025
Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking
NeurIPS 2024