| Playing FPS Games with Deep Reinforcement Learning G Lample*, DS Chaplot* 31st AAAI Conference on Artificial Intelligence (AAAI-17), San Francisco, USA., 2016 | 414 | 2016 |
| On evaluation of embodied navigation agents P Anderson, A Chang, DS Chaplot, A Dosovitskiy, S Gupta, V Koltun, ... arXiv preprint arXiv:1807.06757, 2018 | 220 | 2018 |
| Gated-Attention Architectures for Task-Oriented Language Grounding DS Chaplot, K Mysore Sathyendra, RK Pasumarthi, D Rajagopal, ... 32nd AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, USA, 2018 | 169* | 2018 |
| Predicting Student Attrition in MOOCs using Sentiment Analysis and Neural Networks DS Chaplot, E Rhim, J Kim Proceedings of 17th International Conference on Artificial Intelligence in …, 2015 | 112 | 2015 |
| Learning to Explore using Active Neural SLAM DS Chaplot, D Gandhi, S Gupta, A Gupta, R Salakhutdinov International Conference on Learning Representations, 2020 | 79 | 2020 |
| Active Neural Localization DS Chaplot, E Parisotto, R Salakhutdinov 6th International Conference on Learning Representations (ICLR-18 …, 2018 | 65 | 2018 |
| Knowledge-based Word Sense Disambiguation using Topic Models DS Chaplot, R Salakhutdinov 32nd AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, USA., 2018 | 57 | 2018 |
| Global pose estimation with an attention-based recurrent network E Parisotto*, DS Chaplot*, J Zhang, R Salakhutdinov Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 52 | 2018 |
| Gated path planning networks L Lee, E Parisotto, DS Chaplot, E Xing, R Salakhutdinov ICML 2018, 2018 | 48* | 2018 |
| Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser. DS Chaplot, P Bhattacharyya, A Paranjape 29th AAAI Conference on Artificial Intelligence (AAAI-15), 2217-2223, 2015 | 38 | 2015 |
| Neural Topological SLAM for Visual Navigation DS Chaplot, R Salakhutdinov, A Gupta, S Gupta Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 37 | 2020 |
| Object Goal Navigation using Goal-Oriented Semantic Exploration DS Chaplot, DP Gandhi, A Gupta, RR Salakhutdinov Advances in Neural Information Processing Systems 33, 2020 | 36 | 2020 |
| Transfer Deep Reinforcement Learning in 3D Environments: An Empirical Study DS Chaplot, G Lample, KM Sathyendra, R Salakhutdinov 30th Annual Conference on Neural Information Processing Systems (NIPS-16 …, 2016 | 30* | 2016 |
| Data-driven Automated Induction of Prerequisite Structure Graphs DS Chaplot, Y Yang, J Carbonell, KR Koedinger 9th International Conference on Educational Data Mining (EDM 2016), 2016 | 25 | 2016 |
| Arnold: An Autonomous Agent to play FPS Games DS Chaplot*, G Lample* 31st AAAI Conference on Artificial Intelligence (AAAI-17), San Francisco, USA., 2017 | 23 | 2017 |
| Personalized adaptive learning using neural networks DS Chaplot, E Rhim, J Kim Proceedings of the third (2016) ACM conference on learning@ scale, 165-168, 2016 | 16 | 2016 |
| Comparing Model Comparison Methods H Schultheis, A Singhaniya, DS Chaplot Proceedings of the 35th annual conference of the Cognitive Science Society …, 2013 | 15 | 2013 |
| Learning Cognitive Models using Neural Networks DS Chaplot, C MacLellan, R Salakhutdinov, K Koedinger 19th International Conference on Artificial Intelligence in Education (AIED …, 2018 | 11 | 2018 |
| Semantic curiosity for active visual learning DS Chaplot, H Jiang, S Gupta, A Gupta European Conference on Computer Vision, 309-326, 2020 | 10 | 2020 |
| Embodied multimodal multitask learning DS Chaplot, L Lee, R Salakhutdinov, D Parikh, D Batra arXiv preprint arXiv:1902.01385, 2019 | 9 | 2019 |
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUGeverifieerd e-mailadres voor cs.cmu.edu
