Mohammadamin Barekatain

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Sorting Algorithms

Action Detection

Message Passing

Reinforcement Learning

Top Venues

Publications

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
Mathematical discoveries from program search with large language models. Nat. 625 (7995) (2024)
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
Quantum Circuit Optimization with AlphaTensor. CoRR (2024)
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, Taylan Cemgil, Mohammadamin Barekatain, Yujia Li, Amol Mandhane, Thomas Hubert, Julian Schrittwieser, Demis Hassabis, Pushmeet Kohli, Martin A. Riedmiller, Oriol Vinyals, David Silver
Faster sorting algorithms discovered using deep reinforcement learning. Nat. 618 (7964) (2023)
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
Discovering faster matrix multiplication algorithms with reinforcement learning. Nat. 610 (7930) (2022)
Heiko Strathmann, Mohammadamin Barekatain, Charles Blundell, Petar Velickovic
Persistent Message Passing. CoRR (2021)
Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Mohammadamin Barekatain, Simon Schmitt, David Silver
Learning and Planning in Complex Action Spaces. CoRR (2021)
Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Mohammadamin Barekatain, Simon Schmitt, David Silver
Learning and Planning in Complex Action Spaces. ICML (2021)
Ryo Yonetani, Tatsunori Taniai, Mohammadamin Barekatain, Mai Nishimura, Asako Kanezaki
Path Planning using Neural A* Search. ICML (2021)
Julian Schrittwieser, Thomas Hubert, Amol Mandhane, Mohammadamin Barekatain, Ioannis Antonoglou, David Silver
Online and Offline Reinforcement Learning by Planning with a Learned Model. NeurIPS (2021)
Julian Schrittwieser, Thomas Hubert, Amol Mandhane, Mohammadamin Barekatain, Ioannis Antonoglou, David Silver
Online and Offline Reinforcement Learning by Planning with a Learned Model. CoRR (2021)
Mohammadamin Barekatain, Ryo Yonetani, Masashi Hamaya
MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics. IJCAI (2020)
Ryo Yonetani, Tatsunori Taniai, Mohammadamin Barekatain, Mai Nishimura, Asako Kanezaki
Path Planning using Neural A* Search. CoRR (2020)
Mohammadamin Barekatain, Ryo Yonetani, Masashi Hamaya
MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics. CoRR (2019)
Mohammad Saeid Mahdavinejad, Mohammadreza Rezvan, Mohammadamin Barekatain, Peyman Adibi, Payam M. Barnaghi, Amit P. Sheth
Machine learning for internet of things data analysis: a survey. Digit. Commun. Networks 4 (3) (2018)
Mohammad Saeid Mahdavinejad, Mohammadreza Rezvan, Mohammadamin Barekatain, Peyman Adibi, Payam M. Barnaghi, Amit P. Sheth
Machine learning for Internet of Things data analysis: A survey. CoRR (2018)
Ziga Avsec, Mohammadamin Barekatain, Jun Cheng, Julien Gagneur
Modeling positional effects of regulatory sequences with spline transformations increases prediction accuracy of deep neural networks. Bioinform. 34 (8) (2018)
Mohammadamin Barekatain, Miquel Martí, Hsueh-Fu Shih, Samuel Murray, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger
Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection. CVPR Workshops (2017)
Mohammadamin Barekatain, Miquel Martí, Hsueh-Fu Shih, Samuel Murray, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger
Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection. CoRR (2017)
Andrew Holliday, Mohammadamin Barekatain, Johannes Laurmaa, Chetak Kandaswamy, Helmut Prendinger
Speedup of deep learning ensembles for semantic segmentation using a model compression technique. Comput. Vis. Image Underst. 164 (2017)
Mohammadreza Rezvan, Mohammadamin Barekatain, Ahmad Zaeri, Kazem Taghandiki
Applying an innovative semantic sensor network model in Internet of Things. ICTC (2015)
Mohammadreza Rezvan, Mohammadamin Barekatain
The Sensors Are Innovative in Internet of Things. WICON (2014)