| Planning with abstract Markov decision processes N Gopalan, M Littman, J MacGlashan, S Squire, S Tellex, J Winder, ... Proceedings of the International Conference on Automated Planning and …, 2017 | 60 | 2017 |
| Portable option discovery for automated learning transfer in object-oriented markov decision processes. N Topin, N Haltmeyer, S Squire, J Winder, Marie desJardins, ... IJCAI, 3856-3864, 2015 | 31 | 2015 |
| A spoken language dataset of descriptions for speech-based grounded language learning GY Kebe, P Higgins, P Jenkins, K Darvish, R Sachdeva, R Barron, ... Advances in neural information processing systems, 2021 | 23 | 2021 |
| Planning with abstract learned models while learning transferable subtasks J Winder, S Milani, M Landen, E Oh, S Parr, S Squire, C Matuszek Proceedings of the AAAI Conference on Artificial Intelligence 34 (06), 9992 …, 2020 | 12 | 2020 |
| Feature construction for controlling swarms by visual demonstration KK Budhraja, J Winder, T Oates ACM Transactions on Autonomous and Adaptive Systems (TAAS) 12 (2), 1-22, 2017 | 9 | 2017 |
| Presentation and Analysis of a Multimodal Dataset for Grounded Language Learning P Jenkins, R Sachdeva, GY Kebe, P Higgins, K Darvish, E Raff, D Engel, ... arXiv preprint arXiv:2007.14987, 2020 | 7 | 2020 |
| The expected-length model of options D Abel, J Winder, M DesJardins, M Littman Proceedings of the 28th International Joint Conference on Artificial …, 2019 | 5 | 2019 |
| Concept-aware feature extraction for knowledge transfer in reinforcement learning J Winder Workshops at the Thirty-Second AAAI Conference on Artificial Intelligence, 2018 | 4 | 2018 |
| A Framework for Anomaly Reasoning: Interpretation through Concept Formation for Knowledge Transfer and Lifelong Learning. J Winder IJCAI, 4040-4041, 2016 | 4 | 2016 |
| Boosting sample efficiency and generalization in multi-agent reinforcement learning via equivariance J McClellan, N Haghani, J Winder, F Huang, P Tokekar arXiv preprint arXiv:2410.02581, 2024 | 1 | 2024 |
| Generative Artificial Intelligence for Behavioral Intent Prediction W Mannering, N Ford, JJ Harsono, J Winder Proceedings of the Annual Meeting of the Cognitive Science Society 46, 2024 | 1 | 2024 |
| Uncovering Uncertainty in Transformer Inference G Brothers, W Mannering, A Tien, J Winder arXiv preprint arXiv:2412.05768, 2024 | | 2024 |
| Adaptive Neural Networks Using Residual Fitting N Ford, J Winder, J McClellan arXiv preprint arXiv:2301.05744, 2023 | | 2023 |
| Abstract Decision Making and Concept Formation for Adaptability and Generalization J Winder | | 2019 |
| Towards Planning With Hierarchies of Learned Markov Decision Processes J Winder, S Squire, M Landen, S Milani IntEx 2017, 50, 2017 | | 2017 |
| Discovering Portable Options through Automated Mapping N Topin, N Haltmeyer, S Squire, J Winder, J MacGlashan, M desJardins | | |
| Planning with Abstract Markov Decision Processes J Winder, LLS Wong | | |