Joni K. Pajarinen
5 papers · 2011–2023 · 1 venue · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🏆 Keyword Champion
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Venues
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Research topics
Keywords
policy optimization
(2)
variational inference
(1)
hierarchical planning
(1)
expectation maximization
(1)
constrained optimization
(1)
importance sampling
(1)
partially observable markov decision processes
(1)
partially observable markov decision process
(1)
pomdp planning
(1)
planning under uncertainty
(1)
finite state controllers
(1)
decentralized planning
(1)
periodic policies
(1)
multi-agent planning
(1)
learning progress
(1)
task distribution
(1)
exploration bonus
(1)
intrinsic reward
(1)
planning algorithm
(1)
search algorithm
(1)
Papers
Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets
NeurIPS 2023
Hybrid Search for Efficient Planning with Completeness Guarantees
NeurIPS 2023
Redeeming intrinsic rewards via constrained optimization
NeurIPS 2022
Self-Paced Deep Reinforcement Learning
NeurIPS 2020
Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning
NeurIPS 2011