Marnix Suilen
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14)
🗺️
Taxonomy Completionist
(14)
🔥
Unstoppable
(5)
Conferences
IJCAI (3)
AAAI (2)
NIPS (1)
Top co-authors
Keywords
robust policy
(2)
uncertain pomdp
(2)
safe policy improvement
(2)
partially observable markov decision process
(2)
policy learning
(2)
offline reinforcement learning
(2)
markov decision process
(1)
nash equilibrium
(1)
partial observability
(1)
uncertainty set
(1)
stochastic game
(1)
behavior policy
(1)
temporal logic
(1)
imprecise probability
(1)
robust policy synthesis
(1)
quadratically-constrained quadratic program
(1)
probabilistic guarantee
(1)
finite-state controller
(1)
interval estimation
(1)
robust pomdp
(1)
Papers
Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs
IJCAI 2024
Safe Policy Improvement for POMDPs via Finite-State Controllers
AAAI 2023
More for Less: Safe Policy Improvement with Stronger Performance Guarantees
IJCAI 2023
Robust Anytime Learning of Markov Decision Processes
NIPS 2022
Robust Finite-State Controllers for Uncertain POMDPs
AAAI 2021
Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization
IJCAI 2020