Joni Pajarinen

20 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4469-8191 ↗Homepage ↗

Venues

AAAI ×5 ICML ×5 ICLR ×3 ACM MM ×2 AAMAS ×1 ECML-PKDD ×1 ICRA ×1 IROS ×1 NeurIPS ×1

Frequent coauthors

Juho Kannala

×7

Rongzhen Zhao

×6

Vivienne Huiling Wang

×5

Zhiyuan Li

×4

Wenshuai Zhao

×4

Yi Zhao

×4

Aidan Scannell

×3

Kalle Kujanpää

×3

Lijun Wu

×2

Mohammadreza Nakhaeinezhadfard

×2

Arno Solin

×2

Tinghuai Wang

×2

Papers

End-Effector Cartesian Velocity Control for Redundant Loader Cranes Using Reinforcement Learning (Abstract Reprint)
AAAI 2026 ·
Abdolreza Taheri
,
Amy Rankka
,
Pelle Gustafsson
, Joni Pajarinen,
Reza Ghabcheloo
Predicting Video Slot Attention Queries from Random Slot-Feature Pairs
AAAI 2026 ·
Rongzhen Zhao
,
Jian Li
,
Juho Kannala
, Joni Pajarinen
AgentMixer: Multi-Agent Correlated Policy Factorization
AAAI 2025 ·
Zhiyuan Li
,
Wenshuai Zhao
,
Lijun Wu
, Joni Pajarinen
Discrete Codebook World Models for Continuous Control
ICLR 2025 ·
Aidan Scannell
,
Mohammadreza Nakhaeinezhadfard
,
Kalle Kujanpää
,
Yi Zhao
,
Kevin Sebastian Luck
,
Arno Solin
, Joni Pajarinen
Discrete Contrastive Learning for Diffusion Policies in Autonomous Driving
ICRA 2025 ·
Kalle Kujanpää
,
Daulet Baimukashev
,
Farzeen Munir
,
Shoaib Azam
,
Tomasz Piotr Kucner
, Joni Pajarinen,
Ville Kyrki
Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement Learning
AAAI 2025 ·
Mohammadreza Nakhaeinezhadfard
,
Aidan Scannell
, Joni Pajarinen
Grouped Discrete Representation for Object-Centric Learning
ECML-PKDD 2025 ·
Rongzhen Zhao
,
Vivienne Wang
,
Juho Kannala
, Joni Pajarinen
Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals
ICML 2025 ·
Vivienne Huiling Wang
,
Tinghuai Wang
, Joni Pajarinen
Learning Progress Driven Multi-Agent Curriculum
ICML 2025 ·
Wenshuai Zhao
,
Zhiyuan Li
, Joni Pajarinen
Manipulate-To-Navigate: Reinforcement Learning with Visual Affordances and Manipulability Priors
IROS 2025 ·
Yuying Zhang
, Joni Pajarinen
MetaSlot: Break Through the Fixed Number of Slots in Object-Centric Learning
NeurIPS 2025 ·
Hongjia Liu
,
Rongzhen Zhao
,
Haohan Chen
, Joni Pajarinen
Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport
ICML 2025 ·
Tuan Dam
,
Pascal Stenger
,
Lukas Schneider
, Joni Pajarinen,
Carlo D'Eramo
,
Odalric-Ambrym Maillard
Multi-Scale Fusion for Object Representation
ICLR 2025 ·
Rongzhen Zhao
,
Vivienne Huiling Wang
,
Juho Kannala
, Joni Pajarinen
Slot Attention with Re-Initialization and Self-Distillation
ACM MM 2025 ·
Rongzhen Zhao
,
Yi Zhao
,
Juho Kannala
, Joni Pajarinen
Vector-Quantized Vision Foundation Models for Object-Centric Learning
ACM MM 2025 ·
Rongzhen Zhao
,
Vivienne Huiling Wang
,
Juho Kannala
, Joni Pajarinen
Backpropagation Through Agents
AAAI 2024 ·
Zhiyuan Li
,
Wenshuai Zhao
,
Lijun Wu
, Joni Pajarinen
Continuous Monte Carlo Graph Search
AAMAS 2024 ·
Kalle Kujanpää
,
Amin Babadi
,
Yi Zhao
,
Juho Kannala
,
Alexander Ilin
, Joni Pajarinen
Function-space Parameterization of Neural Networks for Sequential Learning
ICLR 2024 ·
Aidan Scannell
,
Riccardo Mereu
,
Paul Edmund Chang
,
Ella Tamir
, Joni Pajarinen,
Arno Solin
Optimistic Multi-Agent Policy Gradient
ICML 2024 ·
Wenshuai Zhao
,
Yi Zhao
,
Zhiyuan Li
,
Juho Kannala
, Joni Pajarinen
Probabilistic Subgoal Representations for Hierarchical Reinforcement Learning
ICML 2024 ·
Vivienne Huiling Wang
,
Tinghuai Wang
,
Wenyan Yang
,
Joni-Kristian Kämäräinen
, Joni Pajarinen