Mohammadamin Barekatain

22 papers A* 4Journal 15Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Quantum circuit optimization with AlphaTensor. Nat. Mac. Intell. Francisco J. R. Ruiz, Tuomas Laakkonen, Johannes Bausch, Matej Balog, Mohammadamin Barekatain, Francisco J. H. Heras, Alexander Novikov, Nathan Fitzpatrick, Bernardino Romera-Paredes, John van de Wetering, Alhussein Fawzi, Konstantinos Meichanetzidis, Pushmeet Kohli
2024	J	`jnl`	Mathematical discoveries from program search with large language models. Nat. Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Matej Balog, M. Pawan Kumar, Emilien Dupont, Francisco J. R. Ruiz, Jordan S. Ellenberg, Pengming Wang, Omar Fawzi, Pushmeet Kohli, Alhussein Fawzi
2024	J	`jnl`	Quantum Circuit Optimization with AlphaTensor. CoRR Francisco J. R. Ruiz, Tuomas Laakkonen, Johannes Bausch, Matej Balog, Mohammadamin Barekatain, Francisco J. H. Heras, Alexander Novikov, Nathan Fitzpatrick, Bernardino Romera-Paredes, John van de Wetering, Alhussein Fawzi, Konstantinos Meichanetzidis, Pushmeet Kohli
2023	J	`jnl`	Faster sorting algorithms discovered using deep reinforcement learning. Nat. Daniel J. Mankowitz, Andrea Michi, Anton Zhernov, Marco Gelmi, Marco Selvi, Cosmin Paduraru, Edouard Leurent, Shariq Iqbal, Jean-Baptiste Lespiau, Alex Ahern, Thomas Köppe, Kevin Millikin, Stephen Gaffney, Sophie Elster, Jackson Broshear, Chris Gamble, Kieran Milan, Robert Tung, Minjae Hwang, A. Taylan Cemgil, Mohammadamin Barekatain, Yujia Li, Amol Mandhane, Thomas Hubert, Julian Schrittwieser, Demis Hassabis, Pushmeet Kohli, Martin A. Riedmiller, Oriol Vinyals, David Silver
2022	J	`jnl`	Discovering faster matrix multiplication algorithms with reinforcement learning. Nat. Alhussein Fawzi, Matej Balog, Aja Huang, Thomas Hubert, Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Francisco J. R. Ruiz, Julian Schrittwieser, Grzegorz Swirszcz, David Silver, Demis Hassabis, Pushmeet Kohli
2021	A*	`conf`	Learning and Planning in Complex Action Spaces. ICML Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Mohammadamin Barekatain, Simon Schmitt, David Silver
2021	J	`jnl`	Learning and Planning in Complex Action Spaces. CoRR Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Mohammadamin Barekatain, Simon Schmitt, David Silver
2021	A*	`conf`	Online and Offline Reinforcement Learning by Planning with a Learned Model. NeurIPS Julian Schrittwieser, Thomas Hubert, Amol Mandhane, Mohammadamin Barekatain, Ioannis Antonoglou, David Silver
2021	J	`jnl`	Online and Offline Reinforcement Learning by Planning with a Learned Model. CoRR Julian Schrittwieser, Thomas Hubert, Amol Mandhane, Mohammadamin Barekatain, Ioannis Antonoglou, David Silver
2021	A*	`conf`	Path Planning using Neural A* Search. ICML Ryo Yonetani, Tatsunori Taniai, Mohammadamin Barekatain, Mai Nishimura, Asako Kanezaki
2021	J	`jnl`	Persistent Message Passing. CoRR Heiko Strathmann, Mohammadamin Barekatain, Charles Blundell, Petar Velickovic
2020	A*	`conf`	MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics. IJCAI Mohammadamin Barekatain, Ryo Yonetani, Masashi Hamaya
2020	J	`jnl`	Path Planning using Neural A* Search. CoRR Ryo Yonetani, Tatsunori Taniai, Mohammadamin Barekatain, Mai Nishimura, Asako Kanezaki
2019	J	`jnl`	MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics. CoRR Mohammadamin Barekatain, Ryo Yonetani, Masashi Hamaya
2018	J	`jnl`	Machine learning for Internet of Things data analysis: A survey. CoRR Mohammad Saeid Mahdavinejad, Mohammadreza Rezvan, Mohammadamin Barekatain, Peyman Adibi, Payam M. Barnaghi, Amit P. Sheth
2018	J	`jnl`	Machine learning for internet of things data analysis: a survey. Digit. Commun. Networks Mohammad Saeid Mahdavinejad, Mohammadreza Rezvan, Mohammadamin Barekatain, Peyman Adibi, Payam M. Barnaghi, Amit P. Sheth
2018	J	`jnl`	Modeling positional effects of regulatory sequences with spline transformations increases prediction accuracy of deep neural networks. Bioinform. Ziga Avsec, Mohammadamin Barekatain, Jun Cheng, Julien Gagneur
2017	—	`conf`	Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection. CVPR Workshops Mohammadamin Barekatain, Miquel Martí, Hsueh-Fu Shih, Samuel Murray, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger
2017	J	`jnl`	Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection. CoRR Mohammadamin Barekatain, Miquel Martí, Hsueh-Fu Shih, Samuel Murray, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger
2017	J	`jnl`	Speedup of deep learning ensembles for semantic segmentation using a model compression technique. Comput. Vis. Image Underst. Andrew Holliday, Mohammadamin Barekatain, Johannes Laurmaa, Chetak Kandaswamy, Helmut Prendinger
2015	—	`conf`	Applying an innovative semantic sensor network model in Internet of Things. ICTC Mohammadreza Rezvan, Mohammadamin Barekatain, Ahmad Zaeri, Kazem Taghandiki
2014	—	`conf`	The Sensors Are Innovative in Internet of Things. WICON Mohammadreza Rezvan, Mohammadamin Barekatain