Safe policy search for lifelong reinforcement learning with sublinear regret HB Ammar, R Tutunov, E Eaton
International Conference on Machine Learning, 2361-2369, 2015
51 2015 Distributed Newton method for large-scale consensus optimization R Tutunov, H Bou-Ammar, A Jadbabaie
IEEE Transactions on Automatic Control 64 (10), 3983-3994, 2019
27 2019 MANAS: Multi-agent neural architecture search FM Carlucci, PM Esperança, M Singh, V Gabillon, A Yang, H Xu, Z Chen, ...
arXiv preprint arXiv:1909.01051, 2019
8 2019 A fast distributed solver for symmetric diagonally dominant linear equations R Tutunov, HB Ammar, A Jadbabaie
arXiv preprint arXiv:1502.03158, 2015
8 2015 Distributed multitask reinforcement learning with quadratic convergence R Tutunov, D Kim, H Bou Ammar
Advances in Neural Information Processing Systems 31, 8907-8916, 2018
5 2018 An exact distributed newton method for reinforcement learning R Tutunov, HB Ammar, A Jadbabaie
2016 IEEE 55th Conference on Decision and Control (CDC), 1003-1008, 2016
5 2016 Distributed lifelong reinforcement learning with sub-linear regret R Tutunov, J El-Zini, H Bou-Ammar, A Jadbabaie
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2254-2259, 2017
4 2017 Distributed SDDM solvers: Theory & applications R Tutunov, H Bou-Ammar, A Jadbabaie
arXiv preprint arXiv:1508.04096, 2015
4 2015 Y Yang, R Tutunov, P Sakulwongtana, HB Ammar, J Wang
3 2019 On convergence rate of accelerated dual descent algorithm R Tutunov, M Zargham, A Jadbabaie
53rd IEEE Conference on Decision and Control, 179-184, 2014
3 2014 Compositional ADAM: An Adaptive Compositional Solver R Tutunov, M Li, J Wang, H Bou-Ammar
arXiv preprint arXiv:2002.03755, 2020
2 2020 Derivative-Free & Order-Robust Optimisation V Gabillon, R Tutunov, M Valko, HB Ammar
arXiv preprint arXiv:1910.04034, 2019
2 2019 Y Yang, R Tutunov, P Sakulwongtana, HB Ammar
arXiv preprint arXiv:1909.11628, 2019
2 2019 Identifiability of links and nodes in multi-agent systems under the agreement protocol MA Rahimian, A Ajorlou, R Tutunov, AG Aghdam
2013 American Control Conference, 6853-6858, 2013
2 2013 Graph attention memory for visual navigation D Li, Q Zhang, D Zhao, Y Zhuang, B Wang, W Liu, R Tutunov, J Wang
arXiv preprint arXiv:1905.13315, 2019
1 2019 Fully distributed and mixed symmetric diagonal dominant solvers for large scale optimization R Tutunov
1 2017 On the Degree Distribution of P\'{o} lya Urn Graph Processes R Tutunov, HB Ammar, A Jadbabaie, E Eaton
arXiv preprint arXiv:1410.8515, 2014
1 2014 Efficient Semi-Implicit Variational Inference V Moens, H Ren, A Maraval, R Tutunov, J Wang, H Ammar
arXiv preprint arXiv:2101.06070, 2021
2021 Are we Forgetting about Compositional Optimisers in Bayesian Optimisation? A Grosnit, AI Cowen-Rivers, R Tutunov, RR Griffiths, J Wang, ...
arXiv preprint arXiv:2012.08240, 2020
2020 HEBO: Heteroscedastic Evolutionary Bayesian Optimisation AI Cowen-Rivers, W Lyu, Z Wang, R Tutunov, H Jianye, J Wang, ...
arXiv preprint arXiv:2012.03826, 2020
2020 