| 2025 | ICLR | Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics. | Ahana Deb, Roberto Cipollone, Anders Jonsson, Alessandro Ronca, Mohammad Sadegh Talebi |
| 2024 | UAI | Differentially Private No-regret Exploration in Adversarial Markov Decision Processes. | Shaojie Bai, Lanting Zeng, Chengcheng Zhao, Xiaoming Duan, Mohammad Sadegh Talebi, Peng Cheng, Jiming Chen |
| 2023 | ACML | Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits. | Hassan Saber, Fabien Pesquerel, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi |
| 2023 | AISTATS | Exploration in Reward Machines with Low Regret. | Hippolyte Bourel, Anders Jonsson, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi |
| 2021 | AISTATS | Improved Exploration in Factored Average-Reward MDPs. | Mohammad Sadegh Talebi, Anders Jonsson, Odalric Maillard |
| 2020 | ICML | Tightening Exploration in Upper Confidence Reinforcement Learning. | Hippolyte Bourel, Odalric Maillard, Mohammad Sadegh Talebi |
| 2019 | ACML | Model-Based Reinforcement Learning Exploiting State-Action Equivalence. | Mahsa Asadi, Mohammad Sadegh Talebi, Hippolyte Bourel, Odalric-Ambrym Maillard |
| 2018 | ALT | Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs. | Mohammad Sadegh Talebi, Odalric-Ambrym Maillard |
| 2018 | IWQoS | Competitive Online Scheduling Algorithms with Applications in Deadline-Constrained EV Charging. | Bahram Alinia, Mohammad Sadegh Talebi, Mohammad Hassan Hajiesmaili, Ali Yekkehkhany, Nol Crespi |
| 2018 | SIGMETRICS | Learning Proportionally Fair Allocations with Low Regret. | Mohammad Sadegh Talebi, Alexandre Proutire |
| 2012 | ISCC | Exploring playback continuity and delay trade-off in peer-to-peer streaming. | Samaneh Heidari, Nazanin Dehghani, Mohammad Sadegh Talebi, Ahmad Khonsari |
| 2009 | GLOBECOM | On the Connectivity of Key-Distribution Strategies in Wireless Sensor Networks. | Hosein Shafiei, Ahmad Khonsari, Mohammad Sadegh Talebi, Mohamed Ould-Khaoua, Nazanin Dehghani |
| 2009 | GLOBECOM | A Suboptimal Network Utility Maximization Approach for Scalable Multimedia Applications. | Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili, Sina Jafarpour |
| 2009 | ICDCN | Flooding-Assisted Threshold Assignment for Aggregate Monitoring in Sensor Networks. | Ali Abbasi, Ahmad Khonsari, Mohammad Sadegh Talebi |
| 2009 | LCN | Optimization bandwidth sharing for multimedia transmission supporting scalable video coding. | Mohammad Sadegh Talebi, Ahmad Khonsari, Mohammad Hassan Hajiesmaili |
| 2009 | WCNC | Cost-aware reactive monitoring in resource-constrained wireless sensor networks. | Mohammad Sadegh Talebi, Ahmad Khonsari, Reyhaneh Jabarvand |
| 2008 | CSICC | Best Effort Flow Control in Network-on-Chip. | Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari, Mohammad Hossein Yaghmaee |
| 2008 | ICCD | Mathematical analysis of buffer sizing for Network-on-Chips under multimedia traffic. | Ahmad Khonsari, Mohammad R. Aghajani, Arash Tavakkol, Mohammad Sadegh Talebi |
| 2008 | ICCS | Max-Min-Fair Best Effort Flow Control in Network-on-Chip Architectures. | Fahimeh Jafari, Mohammad Hossien Yaghmaee, Mohammad Sadegh Talebi, Ahmad Khonsari |
| 2008 | ICPADS | Maximizing Download Bandwidth for File Sharing in BitTorrent-like Peer-to-Peer Networks. | Ali Jafari, Mohammad Sadegh Talebi, Ahmad Khonsari, Ghodrat Sepidnam |
| 2008 | MASCOTS | On the Stability of Best Effort Flow Control Mechanisms in On-Chip Architectures. | Mohammad Sadegh Talebi, Ahmad Khonsari |
| 2007 | AICCSA | On Secure Consensus Information Fusion over Sensor Networks. | Mahdi Kefayati, Mohammad Sadegh Talebi, Hamid R. Rabiee, Babak Hossein Khalaj |
| 2007 | ICCSA | A Novel Congestion Control Scheme for Elastic Flows in Network-on-Chip Based on Sum-Rate Optimization. | Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari, Mohammad Hossien Yaghmaee |
| 2007 | MASCOTS | A Novel Flow Control Scheme for Best Effort Traffic in NoC Based on Source Rate Utility Maximization. | Mohammad Sadegh Talebi, Fahimeh Jafari, Ahmad Khonsari |
| 2006 | MASS | Adaptive Consensus Averaging for Information Fusion over Sensor Networks. | Mohammad Sadegh Talebi, Mahdi Kefayati, Babak Hossein Khalaj, Hamid R. Rabiee |