Aditya Modi

发表

Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies pdf

Jenna Wiens, Shengpu Tang, Aditya Modi, 2020, ICML.

Markov Decision Processes with Continuous Side Information

Nan Jiang, Ambuj Tewari, Satinder P. Singh, 2017, ALT.

Contextual Markov Decision Processes using Generalized Linear Models pdf

Ambuj Tewari, Aditya Modi, Ambuj Tewari, 2019, ArXiv.

2009 IEEE Symposium on Computational Intelligence for Image Processing, CIIP 2009, Nashville, TN, USA, April 2, 2009

Hamid R. Tizhoosh, Shaorong Wang, Wenhang Li, 2009, CIIP.

Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles

Ambuj Tewari, Satinder Singh, Nan Jiang, 2019, AISTATS.

No-regret Exploration in Contextual Reinforcement Learning

Ambuj Tewari, Aditya Modi, Ambuj Tewari, 2019, UAI.

Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations

Eric Horvitz, Sean Andrist, Debadeepta Dey, 2019, AAAI.

Chapter-20 Adaptive Optics

Aditya Modi, Rohit Shetty, Devanshi Bhanushali, 2018 .

Joint Learning of Linear Time-Invariant Dynamical Systems pdf

Ambuj Tewari, George Michailidis, Aditya Modi, 2021, ArXiv.

Joint Learning-Based Stabilization of Multiple Unknown Linear Systems pdf

Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Aditya Modi, 2022, IFAC-PapersOnLine.

Model-free Representation Learning and Exploration in Low-rank MDPs pdf

Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal, 2021, ArXiv.

No-regret Exploration in Contextual Reinforcement Learning

Ambuj Tewari, Aditya Modi, 2020, UAI.