Finite time identification in unstable linear systems von Shirani Faradonbeh, Mohamad Kazem, Tewari, Ambuj, Michailidis, George

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Finite-Time Adaptive Stabilization of Linear Systems von Faradonbeh, Mohamad Kazem Shirani, Tewari, Ambuj, Michailidis, George

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Input perturbations for adaptive control and learning von Shirani Faradonbeh, Mohamad Kazem, Tewari, Ambuj, Michailidis, George

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Optimism-Based Adaptive Regulation of Linear-Quadratic Systems von Faradonbeh, Mohamad Kazem Shirani, Tewari, Ambuj, Michailidis, George

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On adaptive Linear–Quadratic regulators von Shirani Faradonbeh, Mohamad Kazem, Tewari, Ambuj, Michailidis, George

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Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits von Park, Hongju, Shirani Faradonbeh, Mohamad Kazem

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Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability von Shirani Faradonbeh, Mohamad Kazem, Tewari, Ambuj, Michailidis, George

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Joint learning of linear time-invariant dynamical systems von Modi, Aditya, Faradonbeh, Mohamad Kazem Shirani, Tewari, Ambuj, Michailidis, George

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Regret Analysis of Certainty Equivalence Policies in Continuous-Time Linear-Quadratic Systems von Faradonbeh, Mohamad Kazem Shirani

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Efficient Algorithms for Learning to Control Bandits with Unobserved Contexts von Park, Hongju, Faradonbeh, Mohamad Kazem Shirani

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Bayesian Algorithms Learn to Stabilize Unknown Continuous-Time Systems von Faradonbeh, Mohamad Kazem Shirani, Faradonbeh, Mohamad Sadegh Shirani

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Joint Learning-Based Stabilization of Multiple Unknown Linear Systems von Faradonbeh, Mohamad Kazem Shirani, Modi, Aditya

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Thompson Sampling in Partially Observable Contextual Bandits von Park, Hongju, Faradonbeh, Mohamad Kazem Shirani

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Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations von Park, Hongju, Faradonbeh, Mohamad Kazem Shirani

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Thompson Sampling Efficiently Learns to Control Diffusion Processes von Faradonbeh, Mohamad Kazem Shirani, Faradonbeh, Mohamad Sadegh Shirani, Bayati, Mohsen

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Efficient Algorithms for Learning to Control Bandits with Unobserved Contexts von Park, Hongju, Faradonbeh, Mohamad Kazem Shirani

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Joint Learning-Based Stabilization of Multiple Unknown Linear Systems von Faradonbeh, Mohamad Kazem Shirani, Modi, Aditya

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Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits von Park, Hongju, Faradonbeh, Mohamad Kazem Shirani

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Regret Analysis of Certainty Equivalence Policies in Continuous-Time Linear-Quadratic Systems von Mohamad Kazem Shirani Faradonbeh

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Bayesian Algorithms Learn to Stabilize Unknown Continuous-Time Systems von Faradonbeh, Mohamad Kazem Shirani, Faradonbeh, Mohamad Sadegh Shirani

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