Hierarchical Reinforcement Learning with Adversarially Guided Subgoals. - Vivienne Huiling Wang; Joni Pajarinen; Tinghuai Wang; Joni-Kristian Kämäräinen (CoRR, 2022)

State-Conditioned Adversarial Subgoal Generation. - Vivienne Huiling Wang; Joni Pajarinen; Tinghuai Wang; Joni-Kristian Kämäräinen (AAAI, 2023)

Probabilistic Subgoal Representations for Hierarchical Reinforcement Learning. - Vivienne Huiling Wang; Tinghuai Wang; Wenyan Yang; Joni-Kristian Kämäräinen; Joni Pajarinen (ICML, 2024)

Cycle Count Estimation of VLIW Processors Using Machine Learning. - Kari Hepola; Jatan Shrestha; Joonas Multanen; Vivienne Wang; Joni Pajarinen; Pekka Jääskeläinen (NorCAS, 2024)

Grouped Discrete Representation for Object-Centric Learning. - Rongzhen Zhao; Vivienne Wang; Juho Kannala; Joni Pajarinen (CoRR, 2024)

Multi-Scale Fusion for Object Representation. - Rongzhen Zhao; Vivienne Huiling Wang; Juho Kannala; Joni Pajarinen (ICLR, 2025)

Robust Visual Perception and Decision Making for Autonomous Systems. - Vivienne Huiling Wang (2025)

Vector-Quantized Vision Foundation Models for Object-Centric Learning. - Rongzhen Zhao; Vivienne Wang; Juho Kannala; Joni Pajarinen (CoRR, 2025)

Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals. - Vivienne Huiling Wang; Tinghuai Wang; Joni Pajarinen (CoRR, 2025)