First order decision diagrams for relational MDPs C Wang, S Joshi, R Khardon Journal of Artificial Intelligence Research 31, 431-472, 2008 | 84 | 2008 |
First Order Decision Diagrams for Relational MDPs C Wang, S Joshi, R Khardon International Joint Conference on Artificial Intelligence, 1095-1100, 2007 | 84 | 2007 |
Imitation learning in relational domains: A functional-gradient boosting approach S Natarajan, S Joshi, P Tadepalli, K Kersting, J Shavlik Twenty-Second International Joint Conference on Artificial Intelligence, 2011 | 56 | 2011 |
Planning in factored action spaces with symbolic dynamic programming A Raghavan, S Joshi, A Fern, P Tadepalli, R Khardon Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012 | 27 | 2012 |
Generalized first order decision diagrams for first order markov decision processes SS Joshi, K Kersting, R Khardon Twenty-First International Joint Conference on Artificial Intelligence, 2009 | 25 | 2009 |
Self-taught decision theoretic planning with first order decision diagrams SS Joshi, K Kersting, R Khardon Twentieth International Conference on Automated Planning and Scheduling, 2010 | 24 | 2010 |
Abstract planning for reactive robots S Joshi, P Schermerhorn, R Khardon, M Scheutz 2012 IEEE International Conference on Robotics and Automation, 4379-4384, 2012 | 16 | 2012 |
Stochastic Planning with First Order Decision Diagrams. S Joshi, R Khardon ICAPS, 156-163, 2008 | 14 | 2008 |
Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain S Natarajan, B Saha, S Joshi, A Edwards, T Khot, EM Davenport, ... International Journal of Machine Learning and Cybernetics 5 (5), 659-669, 2014 | 11 | 2014 |
Probabilistic relational planning with first order decision diagrams S Joshi, R Khardon Journal of Artificial Intelligence Research 41, 231-266, 2011 | 10 | 2011 |
Decision-theoretic planning with generalized first-order decision diagrams S Joshi, K Kersting, R Khardon Artificial Intelligence 175 (18), 2198-2222, 2011 | 9 | 2011 |
Accelerating imitation learning in relational domains via transfer by initialization S Natarajan, P Odom, S Joshi, T Khot, K Kersting, P Tadepalli International Conference on Inductive Logic Programming, 64-75, 2013 | 5 | 2013 |
Solving relational mdps with exogenous events and additive rewards S Joshi, R Khardon, P Tadepalli, A Raghavan, A Fern Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013 | 4 | 2013 |
Relational Markov decision processes: promise and prospects S Joshi, R Khardon, P Tadepalli, A Fern, A Raghavan Workshops at the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013 | 2 | 2013 |
A machine learning pipeline for three-way classification of alzheimer patients from structural magnetic resonance images of the brain S Natarajan, S Joshi, BN Saha, A Edwards, T Khot, E Moody, K Kersting, ... 2012 11th International Conference on Machine Learning and Applications 1 …, 2012 | 2 | 2012 |
Early Prediction of Coronary Artery Calcification Levels Using Statistical Relational Learning S Natarajan, K Kersting, S Joshi, S Saldana, E Ip, D Jacobs, J Carr Workshop on Machine Learning for Clinical Data Analysis. Edinburgh, Scotland 30, 2012 | 2 | 2012 |
Bidirectional online probabilistic planning AN Raghavan, S Joshi, A Fern, P Tadepalli the Proceedings of the 22nd International Conference on Automated Planning …, 2012 | 2 | 2012 |
First Order Decision Diagrams for Relational MDPs S Joshi, R Khardon, C Wang Proceedings of the ICML-06 Workshop on Open Problems in Statistical …, 2006 | 2 | 2006 |
Calibrating recurrent sliding window classifiers for sequential supervised learning SS Joshi | 2 | 2003 |
First-order decision diagrams for decision-theoretic planning S Joshi PhD thesis, Tufts University, Computer Science Department, 2010 | 1 | 2010 |