Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems S Kambhampati, S Sreedharan, M Verma, Y Zha, L Guan AAAI 2022 Blue Sky Paper, 2021 | 55 | 2021 |
Explicable planning as minimizing distance from expected behavior A Kulkarni, Y Zha, T Chakraborti, SG Vadlamudi, Y Zhang, ... AAMAS Conference proceedings, 2019 | 52 | 2019 |
Explicable robot planning as minimizing distance from expected behavior A Kulkarni, T Chakraborti, Y Zha, SG Vadlamudi, Y Zhang, ... CoRR, abs/1611.05497, 2016 | 37 | 2016 |
Discovering underlying plans based on shallow models HH Zhuo, Y Zha, S Kambhampati, X Tian ACM Transactions on Intelligent Systems and Technology (TIST) 11 (2), 1-30, 2020 | 29 | 2020 |
" Task Success" is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors L Guan, Y Zhou, D Liu, Y Zha, HB Amor, S Kambhampati Conference on Language Modeling, 2024 | 12 | 2024 |
NatSGD: A Dataset with Speech, Gestures, and Demonstrations for Robot Learning in Natural Human-Robot Interaction S Shrestha, Y Zha, G Gao, C Fermuller, Y Aloimonos IEEE/ACM International Conference on Human-Robot Interaction, 2025 | 9 | 2025 |
Contrastively Learning Visual Attention as Affordance Cues from Demonstrations for Robotic Grasping Y Zha, S Bhambri, L Guan The IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021 | 9 | 2021 |
Recognizing plans by learning embeddings from observed action distributions Y Zha, Y Li, S Gopalakrishnan, B Li, S Kambhampati AAMAS Conference proceedings, 2017 | 9 | 2017 |
Explicablility as minimizing distance from expected behavior A Kulkarni, Y Zha, T Chakraborti, SG Vadlamudi, Y Zhang, ... arXiv preprint arXiv:1611.05497, 2016 | 9 | 2016 |
Learning from ambiguous demonstrations with self-explanation guided reinforcement learning Y Zha, L Guan, S Kambhampati AAAI-24 Main Track & AAAI-22 Workshop on Reinforcement Learning in Games, 2021 | 7 | 2021 |
Plan-recognition-driven attention modeling for visual recognition Y Zha, Y Li, T Yu, S Kambhampati, B Li AAAI 2019 Workshop on Plan, Activity, and Intent Recognition (PAIR), 2018 | 1 | 2018 |
AAM-SEALS: Developing Aerial-Aquatic Manipulators in SEa, Air, and Land Simulator WW Yang, K Kona, Y Jain, A Bhamidipati, T Atzili, X Lin, Y Zha arXiv preprint arXiv:2412.19744, 2024 | | 2024 |
Perceiving, Planning, Acting, and Self-Explaining: A Cognitive Quartet with Four Neural Networks Y Zha Arizona State University, 2022 | | 2022 |
Discovering Underlying Plans Based on Shallow Models H Hankui Zhuo, Y Zha, S Kambhampati arXiv e-prints, arXiv: 1803.02208, 2018 | | 2018 |