Kalyanakrishnan, Shivaram

16 publications

IJCAI 2024 Linear-Time Optimal Deadlock Detection for Efficient Scheduling in Multi-Track Railway Networks Hastyn Doshi, Ayush Tripathi, Keshav Agarwal, Harshad Khadilkar, Shivaram Kalyanakrishnan

AISTATS 2022 PAC Mode Estimation Using PPR Martingale Confidence Sequences Shubham Anand Jain, Rohan Shah, Sanit Gupta, Denil Mehta, Inderjeet J. Nair, Jian Vora, Sushil Khyalia, Sourav Das, Vinay J. Ribeiro, Shivaram Kalyanakrishnan

IJCAI 2021 Intelligent and Learning Agents: Four Investigations Shivaram Kalyanakrishnan

AAAI 2020 Regret Minimisation in Multi-Armed Bandits Using Bounded Arm Memory Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan

UAI 2019 A Tighter Analysis of Randomised Policy Iteration Meet Taraviya, Shivaram Kalyanakrishnan

ICML 2019 PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan

UAI 2018 Quantile-Regret Minimisation in Infinitely Many-Armed Bandits Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan

IJCAI 2017 Improved Strong Worst-Case Upper Bounds for MDP Planning Anchit Gupta, Shivaram Kalyanakrishnan

AAAI 2017 PAC Identification of a Bandit Arm Relative to a Reward Quantile Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan

IJCAI 2016 Batch-Switching Policy Iteration Shivaram Kalyanakrishnan, Utkarsh Mall, Ritish Goyal

AAAI 2016 Randomised Procedures for Initialising and Switching Actions in Policy Iteration Shivaram Kalyanakrishnan, Neeldhara Misra, Aditya Gopalan

ICML 2014 GEV-Canonical Regression for Accurate Binary Class Probability Estimation When One Class Is Rare Arpit Agarwal, Harikrishna Narasimhan, Shivaram Kalyanakrishnan, Shivani Agarwal

COLT 2013 Information Complexity in Bandit Subset Selection Emilie Kaufmann, Shivaram Kalyanakrishnan

ICML 2012 PAC Subset Selection in Stochastic Multi-Armed Bandits Shivaram Kalyanakrishnan, Ambuj Tewari, Peter Auer, Peter Stone

MLJ 2011 Characterizing Reinforcement Learning Methods Through Parameterized Learning Problems Shivaram Kalyanakrishnan, Peter Stone

ICML 2010 Efficient Selection of Multiple Bandit Arms: Theory and Practice Shivaram Kalyanakrishnan, Peter Stone