Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM. - Roshan Shariff; András György 001; Csaba Szepesvári (AISTATS, 2015)

Conservative Bandits. - Yifan Wu; Roshan Shariff; Tor Lattimore; Csaba Szepesvári (ICML, 2016)

Differentially Private Contextual Linear Bandits. - Roshan Shariff; Or Sheffet (NeurIPS, 2018)

Discounted Reinforcement Learning is Not an Optimization Problem. - Abhishek Naik; Roshan Shariff; Niko Yasui; Richard S. Sutton (CoRR, 2019)

Efficient Planning in Large MDPs with Weak Linear Function Approximation. - Roshan Shariff; Csaba Szepesvári (NeurIPS, 2020)

Prototyping three key properties of specific curiosity in computational reinforcement learning. - Nadia M. Ady; Roshan Shariff; Johannes Günther 002; Patrick M. Pilarski (CoRR, 2022)

Five Properties of Specific Curiosity You Didn't Know Curious Machines Should Have. - Nadia M. Ady; Roshan Shariff; Johannes Günther 002; Patrick M. Pilarski (CoRR, 2022)