18 citations · 20 across the 19 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022
Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference
Debangshu Banerjee, Avishek Ghosh, Sayak Ray Chowdhury +1
We present a non-asymptotic lower bound on the eigenspectrum of the design matrix generated by any linear bandit algorithm with sub-linear regret when the action set has well-behav…
cs.AI2022
Critic Algorithms using Cooperative Networks
Debangshu Banerjee, Kavita Wagh
An algorithm is proposed for policy evaluation in Markov Decision Processes which gives good empirical results with respect to convergence rates. The algorithm tracks the Projected…