| Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense Y Zhu, T Gao, L Fan, S Huang, M Edmonds, H Liu, F Gao, C Zhang, S Qi, ... IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI) 42 (1), 27-45, 2020 | 176 | 2020 |
| A tale of two explanations: Enhancing human trust by explaining robot behavior M Edmonds, F Gao, H Liu, X Xie, S Qi, B Rothrock, Y Zhu, YN Wu, H Lu, ... Science Robotics 4 (37), eaay4663, 2019 | 142 | 2019 |
| In situ bidirectional human-robot value alignment L Yuan, X Gao, Z Zheng, M Edmonds, YN Wu, F Rossano, H Lu, Y Zhu, ... Science Robotics 7 (68), eabm4183, 2022 | 85 | 2022 |
| Feeling the force: Integrating force and pose for fluent discovery through imitation learning to open medicine bottles M Edmonds, F Gao, X Xie, H Liu, S Qi, Y Zhu, B Rothrock, SC Zhu 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017 | 73 | 2017 |
| A glove-based system for studying hand-object manipulation via joint pose and force sensing H Liu, X Xie, M Millar, M Edmonds, F Gao, Y Zhu, VJ Santos, B Rothrock, ... Intelligent Robots and Systems (IROS), 2017 IEEE/RSJ International …, 2017 | 59 | 2017 |
| Acre: Abstract causal reasoning beyond covariation C Zhang, B Jia, M Edmonds, SC Zhu, Y Zhu Proceedings of the ieee/cvf conference on computer vision and pattern …, 2021 | 47 | 2021 |
| Theory-based causal transfer: Integrating instance-level induction and abstract-level structure learning M Edmonds, X Ma, S Qi, Y Zhu, H Lu, SC Zhu Proceedings of the AAAI Conference on Artificial Intelligence 34 (02), 1283-1291, 2020 | 29 | 2020 |
| Interactively transferring cnn patterns for part localization Q Zhang, R Cao, S Zhang, M Edmonds, YN Wu, SC Zhu arXiv preprint arXiv:1708.01783, 2017 | 21 | 2017 |
| Brain machine interface using Emotiv EPOC to control robai cyton robotic arm D Prince, M Edmonds, A Sutter, M Cusumano, W Lu, V Asari 2015 national aerospace and electronics conference (NAECON), 263-266, 2015 | 20 | 2015 |
| Human Causal Transfer: Challenges for Deep Reinforcement Learning M Edmonds, J Kubricht, C Summers, Y Zhu, B Rothrock, SC Zhu, H Lu 40th Annual Meeting of the Cognitive Science Society, 326-331, 2018 | 19 | 2018 |
| Decomposing human causal learning: bottom-up associative learning and top-down schema reasoning M Edmonds, S Qi, Y Zhu, J Kubricht, SC Zhu, H Lu Proceedings of the Annual Meeting of the Cognitive Science Society, 2019 | 15 | 2019 |
| Unsupervised Learning of Hierarchical Models for Hand-Object Interactions X Xie, H Liu, M Edmonds, F Gaol, S Qi, Y Zhu, B Rothrock, SC Zhu 2018 IEEE International Conference on Robotics and Automation (ICRA), 1-9, 2018 | 14 | 2018 |
| Actional-perceptual causality: Concepts and inductive learning for AI and robotics SB Ho, M Edmonds, SC Zhu 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 442-448, 2020 | 8 | 2020 |
| Hardware accelerated semantic declarative memory systems through CUDA and MapReduce M Edmonds, T Atahary, S Douglass, T Taha IEEE Transactions on Parallel and Distributed Systems 30 (3), 601-614, 2018 | 8 | 2018 |
| & Zhu, SC (2020). Dark, beyond deep: A paradigm shift to cognitive ai with humanlike common sense Y Zhu, T Gao, L Fan, S Huang, M Edmonds, H Liu Engineering 6 (3), 310-345, 0 | 6 | |
| High performance declarative memory systems through MapReduce M Edmonds, T Atahary, T Taha, SA Douglass 2015 IEEE/ACIS 16th International Conference on Software Engineering …, 2015 | 4 | 2015 |
| Learning How and Why: Causal Learning and Explanation from Physical, Interactive, and Communicative Environments MJ Edmonds University of California, Los Angeles, 2021 | 2 | 2021 |
| “暗”, 不止于 “深”——迈向认知智能与类人常识的范式转换 Y Zhu, T Gao, L Fan, S Huang, M Edmonds, H Liu, F Gao, C Zhang, S Qi, ... Engineering 6 (3), 310-345, 2020 | | 2020 |
| Supplementary Material for ACRE: Abstract Causal REasoning Beyond Covariation C Zhang, B Jia, M Edmonds, SC Zhu, Y Zhu Screen 36, 11.73, 0 | | |
song-chun zhuProfessor of Statistics and Computer Science, UCLAVerified email at stat.ucla.edu
