A Survey on Path Prediction Techniques for Vulnerable Road Users: From Traditional to Deep-Learning Approaches. - Ariyan Bighashdel; Gijs Dubbelman (ITSC, 2019)

Towards Equilibrium-based Interaction Modeling for Pedestrian Path Prediction. - Ariyan Bighashdel; Panagiotis Meletis; Gijs Dubbelman (ITSC, 2020)

Deep Adaptive Multi-intention Inverse Reinforcement Learning. - Ariyan Bighashdel; Panagiotis Meletis; Pavol Jancura; Gijs Dubbelman (ECML/PKDD (1), 2021)

Scene Spatio-Temporal Graph Convolutional Network for Pedestrian Intention Estimation. - Abhilash Y. Naik; Ariyan Bighashdel; Pavol Jancura; Gijs Dubbelman (IV, 2022)

Unified Pedestrian Path Prediction Framework: A Comparison Study. - Jarl L. A. Lemmens; Ariyan Bighashdel; Pavol Jancura; Gijs Dubbelman (IV, 2023)

Coordinating Fully-Cooperative Agents Using Hierarchical Learning Anticipation. - Ariyan Bighashdel; Daan de Geus; Pavol Jancura; Gijs Dubbelman (CoRR, 2023)

Real Estate Market-Based Optimization Algorithm (REMARK): a market-inspired metaheuristic optimization algorithm based on the law of supply and demand. - Hadi Nobahari; Navid Eqra; Ariyan Bighashdel (J. Ambient Intell. Humaniz. Comput., 2023)

Continual Pedestrian Trajectory Learning With Social Generative Replay. - Ya Wu; Ariyan Bighashdel; Guang Chen 001; Gijs Dubbelman; Pavol Jancura (IEEE Robotics Autom. Lett., 2023)

Correction to: Model-free inverse reinforcement learning with multi-intention, unlabeled, and overlapping demonstrations. - Ariyan Bighashdel; Pavol Jancura; Gijs Dubbelman (Mach. Learn., 2023)

Model-free inverse reinforcement learning with multi-intention, unlabeled, and overlapping demonstrations. - Ariyan Bighashdel; Pavol Jancura; Gijs Dubbelman (Mach. Learn., 2023)

Policy Space Response Oracles: A Survey. - Ariyan Bighashdel; Yongzhao Wang 001; Stephen McAleer; Rahul Savani; Frans A. Oliehoek (IJCAI, 2024)

Off-Policy Action Anticipation in Multi-Agent Reinforcement Learning. - Ariyan Bighashdel; Daan de Geus; Pavol Jancura; Gijs Dubbelman (J. Mach. Learn. Res., 2024)