Zeyu Jia

activity

20192023

most citedModel-Based Reinforcement Learning with Value-Targeted Regression

69 citations · 98 across the 6 of their papers we have counts for

collaborators

Showing 2022Show all

2 papers · 1 filter

cs.LG2022

Linear Reinforcement Learning with Ball Structure Action Space

Zeyu Jia, Randy Jia, Dhruv Madeka +1

We study the problem of Reinforcement Learning (RL) with linear function approximation, i.e. assuming the optimal action-value function is linear in a known $d$ -dimensional feature…

math.PR2022

Rate of convergence of the smoothed empirical Wasserstein distance

Adam Block, Zeyu Jia, Yury Polyanskiy +1

Consider an empirical measure $P_{n}$ induced by $n$ iid samples from a $d$ -dimensional $K$ -subgaussian distribution $P$ and let $γ = N (0, σ^{2} I_{d})$ be the isotropic…