| 2025 | ICLR | AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents. | Ke Yang, Yao Liu, Sapana Chaudhary, Rasool Fakoor, Pratik Chaudhari, George Karypis, Huzefa Rangwala |
| 2024 | CoRL | EXTRACT: Efficient Policy Learning by Extracting Transferable Robot Skills from Offline Data. | Jesse Zhang, Minho Heo, Zuxin Liu, Erdem Biyik, Joseph J. Lim, Yao Liu, Rasool Fakoor |
| 2024 | ICLR | Time-Varying Propensity Score to Bridge the Gap between the Past and Present. | Rasool Fakoor, Jonas Mueller, Zachary Chase Lipton, Pratik Chaudhari, Alex Smola |
| 2024 | ICLR | TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models. | Zuxin Liu, Jesse Zhang, Kavosh Asadi, Yao Liu, Ding Zhao, Shoham Sabach, Rasool Fakoor |
| 2024 | ICML | Learning the Target Network in Function Space. | Kavosh Asadi, Yao Liu, Shoham Sabach, Ming Yin, Rasool Fakoor |
| 2024 | QCE | AlphaRouter: Quantum Circuit Routing with Reinforcement Learning and Tree Search. | Wei Tang, Yiheng Duan, Yaroslav Kharkov, Rasool Fakoor, Eric Kessler, Yunong Shi |
| 2020 | ICLR | Meta-Q-Learning. | Rasool Fakoor, Pratik Chaudhari, Stefano Soatto, Alexander J. Smola |
| 2019 | UAI | P3O: Policy-on Policy-off Policy Optimization. | Rasool Fakoor, Pratik Chaudhari, Alexander J. Smola |
| 2018 | ICASSP | Constrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy. | Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar |
| 2012 | ICMLA | A Sampling-Based Approach to Reducing the Complexity of Continuous State Space POMDPs by Decomposition Into Coupled Perceptual and Decision Processes. | Rasool Fakoor, Manfred Huber |
| 2012 | SMC | Improving tractability of POMDPs by separation of decision and perceptual processes. | Rasool Fakoor, Manfred Huber |
| 2012 | SIGCOMM | An integrated cloud-based framework for mobile phone sensing. | Rasool Fakoor, Mayank Raj, Azade Nazi, Mario Di Francesco, Sajal K. Das |