Michael Eichelbeck
3 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(6)
🌉
Interdisciplinary Bridge
Conferences
AAAI (1)
JMLR (1)
NIPS (1)
Top co-authors
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
NIPS 2024