Seyed Mohammad Asghari

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 33

Top Topics

Production Capacity

Reinforcement Learning

Decentralized Control

Top Venues

Publications

Vikranth Dwaracherla, Seyed Mohammad Asghari, Botao Hao, Benjamin Van Roy
Efficient Exploration for LLMs. CoRR (2024)
Vikranth Dwaracherla, Zheng Wen, Ian Osband, Xiuyuan Lu, Seyed Mohammad Asghari, Benjamin Van Roy
Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping. Trans. Mach. Learn. Res. 2023 (2023)
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy
Approximate Thompson Sampling via Epistemic Neural Networks. UAI (2023)
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy
Approximate Thompson Sampling via Epistemic Neural Networks. CoRR (2023)
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy
Epistemic Neural Networks. NeurIPS (2023)
Xiuyuan Lu, Ian Osband, Seyed Mohammad Asghari, Sven Gowal, Vikranth Dwaracherla, Zheng Wen, Benjamin Van Roy
Robustness of Epinets against Distributional Shifts. CoRR (2022)
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Benjamin Van Roy
Evaluating high-order predictive distributions in deep learning. UAI (2022)
Ian Osband, Seyed Mohammad Asghari, Benjamin Van Roy, Nat McAleese, John Aslanides, Geoffrey Irving
Fine-Tuning Language Models via Epistemic Neural Networks. CoRR (2022)
Vikranth Dwaracherla, Zheng Wen, Ian Osband, Xiuyuan Lu, Seyed Mohammad Asghari, Benjamin Van Roy
Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping. CoRR (2022)
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Benjamin Van Roy
Evaluating High-Order Predictive Distributions in Deep Learning. CoRR (2022)
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Morteza Ibrahimi, Dieterich Lawson, Botao Hao, Brendan O'Donoghue, Benjamin Van Roy
The Neural Testbed: Evaluating Joint Predictions. NeurIPS (2022)
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Botao Hao, Morteza Ibrahimi, Dieterich Lawson, Xiuyuan Lu, Brendan O'Donoghue, Benjamin Van Roy
Evaluating Predictive Distributions: Does Bayesian Deep Learning Work? CoRR (2021)
Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
Optimal Infinite Horizon Decentralized Networked Controllers With Unreliable Communication. IEEE Trans. Autom. Control. 66 (4) (2021)
Seyed Mohammad Asghari, Mukul Gagrani, Ashutosh Nayyar
Regret Analysis for Learning in a Multi-Agent Linear-Quadratic Control Problem. ACC (2020)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. CoRR (2020)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. UAI (2020)
Navid Naderializadeh, Seyed Mohammad Asghari
Learning to Code: Coded Caching via Deep Reinforcement Learning. ACSSC (2019)
Navid Naderializadeh, Seyed Mohammad Asghari
Learning to Code: Coded Caching via Deep Reinforcement Learning. CoRR (2019)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
Optimal Local and Remote Controllers With Unreliable Uplink Channels. IEEE Trans. Autom. Control. 64 (5) (2019)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar, Amir Salman Avestimehr
An Approximation Algorithm for Optimal Clique Cover Delivery in Coded Caching. IEEE Trans. Commun. 67 (7) (2019)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
Decentralized Control of Stochastically Switched Linear System with Unreliable Communication. CoRR (2018)
Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
Optimal local and remote controllers with unreliable communication: the infinite horizon case. ACC (2018)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
Decentralized Control of Stochastically Switched Linear System with Unreliable Communication. ACC (2018)
Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
Optimal Infinite Horizon Decentralized Networked Controllers with Unreliable Communication. CoRR (2018)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar, Amir Salman Avestimehr
Optimal Coded Multicast in Cache Networks with Arbitrary Content Placement. ICC (2018)
Seyed Mohammad Asghari, Ashutosh Nayyar
Dynamic Teams and Decentralized Control Problems With Substitutable Actions. IEEE Trans. Autom. Control. 62 (10) (2017)
Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
Stochastic teams with randomized information structures. CDC (2017)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar, Amir Salman Avestimehr
Optimal Coded Multicast in Cache Networks with Arbitrary Content Placement. CoRR (2017)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
Optimal Local and Remote Controllers with Unreliable Uplink Channels. CoRR (2016)
Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
Optimal local and remote controllers with unreliable communication. CDC (2016)
Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
Optimal Local and Remote Controllers with Unreliable Communication. CoRR (2016)
Seyed Mohammad Asghari, Ashutosh Nayyar
Dynamic Teams and Decentralized Control Problems with Substitutable Actions. CoRR (2016)
Seyed Mohammad Asghari, Ashutosh Nayyar
Decentralized Control Problems with Substitutable Actions. CoRR (2016)
Seyed Mohammad Asghari, Ashutosh Nayyar
Decentralized control problems with substitutable actions. CDC (2015)