Joni K. Pajarinen
5 papers · 2011–2023 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
๐ฃ Hot Topic Early Bird ๐บ๏ธ Taxonomy Completionist (13) ๐งญ Keyword Pioneer ๐ Interdisciplinary Bridge ๐ Academic Marathon (12)
๐
Cross-Pollinator
(11)
๐
Trend Setter
Conferences
NIPS (5)
Top co-authors
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
NIPS 2023
Hybrid Search for Efficient Planning with Completeness Guarantees
NIPS 2023
Redeeming intrinsic rewards via constrained optimization
NIPS 2022
Self-Paced Deep Reinforcement Learning
NIPS 2020
Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning
NIPS 2011