Marnix Suilen
6 papers · 2020–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
safe policy improvement
(2)
uncertain pomdp
(2)
robust policy
(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)
probabilistic guarantee
(1)
finite-state controller
(1)
interval estimation
(1)
quadratically constrained quadratic program
(1)
robust pomdp
(1)
Papers
Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs
IJCAI 2024
More for Less: Safe Policy Improvement with Stronger Performance Guarantees
IJCAI 2023
Safe Policy Improvement for POMDPs via Finite-State Controllers
AAAI 2023
Robust Anytime Learning of Markov Decision Processes
NeurIPS 2022
Robust Finite-State Controllers for Uncertain POMDPs
AAAI 2021
Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization
IJCAI 2020