Gal Dalal

activity

20152026

most citedSafe Exploration in Continuous Action Spaces

275 citations · 437 across the 32 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

math.PR2023★ 1 cited

On the Products of Stochastic and Diagonal Matrices

Assaf Hallak, Gal Dalal

Consider a stochastic matrix $P$ and diagonal matrix $D .$ In this work, we introduce Tilted matrices. A Tilted matrix is the product $D^{'} P D$ , where $D^{'}$ is a diagonal normalization…

cs.LG2023

Policy Gradient with Tree Expansion

Gal Dalal, Assaf Hallak, Gugan Thoppe +2

Policy gradient methods are notorious for having a large variance and high sample complexity. To mitigate this, we introduce SoftTreeMax -- a generalization of softmax that employs…