| Interactive learning from policy-dependent human feedback J MacGlashan, MK Ho, R Loftin, B Peng, G Wang, DL Roberts, ME Taylor, ... International Conference on Machine Learning, 2285-2294, 2017 | 117 | 2017 |
| Improving developer participation rates in surveys E Smith, R Loftin, E Murphy-Hill, C Bird, T Zimmermann 2013 6th International workshop on cooperative and human aspects of software …, 2013 | 88 | 2013 |
| Toward cyber-enhanced working dogs for search and rescue A Bozkurt, DL Roberts, BL Sherman, R Brugarolas, S Mealin, J Majikes, ... IEEE Intelligent Systems 29 (6), 32-39, 2014 | 82 | 2014 |
| Learning behaviors via human-delivered discrete feedback: modeling implicit feedback strategies to speed up learning R Loftin, B Peng, J MacGlashan, ML Littman, ME Taylor, J Huang, ... Autonomous agents and multi-agent systems 30 (1), 30-59, 2016 | 78 | 2016 |
| A strategy-aware technique for learning behaviors from discrete human feedback R Loftin, J MacGlashan, B Peng, M Taylor, M Littman, J Huang, D Roberts Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014 | 60 | 2014 |
| Behavior recognition based on machine learning algorithms for a wireless canine machine interface R Brugarolas, RT Loftin, P Yang, DL Roberts, B Sherman, A Bozkurt 2013 IEEE international conference on body sensor networks, 1-5, 2013 | 54 | 2013 |
| A need for speed: Adapting agent action speed to improve task learning from non-expert humans B Peng, J MacGlashan, R Loftin, ML Littman, DL Roberts, ME Taylor Proceedings of the International Joint Conference on Autonomous Agents and …, 2016 | 42 | 2016 |
| Better Exploration with Optimistic Actor-Critic K Ciosek, Q Vuong, R Loftin, K Hofmann arXiv preprint arXiv:1910.12807, 2019 | 30 | 2019 |
| Learning something from nothing: Leveraging implicit human feedback strategies R Loftin, B Peng, J MacGlashan, ML Littman, ME Taylor, J Huang, ... The 23rd IEEE International Symposium on Robot and Human Interactive …, 2014 | 22 | 2014 |
| Training an agent to ground commands with reward and punishment J MacGlashan, M Littman, R Loftin, B Peng, D Roberts, M Taylor Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014 | 20 | 2014 |
| An empirical study of non-expert curriculum design for machine learners B Peng, J MacGlashan, R Loftin, ML Littman, DL Roberts, ME Taylor In Proceedings of the IJCAI Interactive Machine Learning Workshop, 2016 | 12 | 2016 |
| Curriculum design for machine learners in sequential decision tasks B Peng, J MacGlashan, R Loftin, ML Littman, DL Roberts, ME Taylor IEEE Transactions on Emerging Topics in Computational Intelligence 2 (4 …, 2018 | 10 | 2018 |
| Convergent actor critic by humans J MacGlashan, ML Littman, DL Roberts, R Loftin, B Peng, ME Taylor International Conference on Intelligent Robots and Systems, 2016 | 5 | 2016 |
| Language and policy learning from human-delivered feedback B Peng, R Loftin, J MacGlashan, ML Littman, ME Taylor, DL Roberts Machine Learning for Social Robotics Workshop, 2015 International Conference …, 2015 | 4 | 2015 |
| Open Problems for Online Bayesian Inference in Neural Networks R Loftin, ME Taylor, ML Littman, J MacGlashan, B Peng, DL Roberts Bayesian Deep Learning Workshop at NeurIPS, 2016 | 1 | 2016 |
| Interactive Learning of Environment Dynamics for Sequential Tasks R Loftin, B Peng, ME Taylor, ML Littman, DL Roberts arXiv preprint arXiv:1907.08478, 2019 | | 2019 |
| Extracting Latent Knowledge to Reduce Teacher Effort in Interactive Machine Learning. RT Loftin | | 2019 |
| Towards Behavior-Aware Model Learning from Human-Generated Trajectories RT Loftin, J MacGlashan, B Peng, ME Taylor, ML Littman, DL Roberts 2016 AAAI Fall Symposium Series, 2016 | | 2016 |
| A Proposal for Behavior Prediction via Estimating Agents’ Evaluation Functions Using Prior Observations of Behavior RT Loftin, DL Roberts Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015 | | 2015 |
| An Empirical Analysis of RL’s Drift From Its Behaviorism Roots M Adams, R Loftin, ME Taylor, M Littman, D Roberts | | 2012 |
