Adithya M. Devraj

activity

20162026

most citedFastest Convergence for Q-learning

27 citations · 85 across the 14 of their papers we have counts for

collaborators

Showing math.PRShow all

2 papers · 1 filter

math.PR2020★ 12 cited

Explicit Mean-Square Error Bounds for Monte-Carlo and Linear Stochastic Approximation

Shuhang Chen, Adithya M. Devraj, Ana Bušić +1

This paper concerns error bounds for recursive equations subject to Markovian disturbances. Motivating examples abound within the fields of Markov chain Monte Carlo (MCMC) and Rein…

math.PR2017

Geometric Ergodicity in a Weighted Sobolev Space

Adithya Devraj, Ioannis Kontoyiannis, Sean Meyn

For a discrete-time Markov chain ${X (t)}$ evolving on $ℜ^{ℓ}$ with transition kernel $P$ , natural, general conditions are developed under which the following are established:…