Planning and Learning with Adaptive Lookahead

Planning and Learning with Adaptive Lookahead

28 January 2022

Aviv A. Rosenberg

Gal Dalal

Papers citing "Planning and Learning with Adaptive Lookahead"

8 / 8 papers shown

Title
Policy Mirror Descent with Lookahead Kimon Protopapas Anas Barakat 16 1 0 21 Mar 2024
Multi-Bellman operator for convergence of $Q$ -learning with linear function approximation Diogo S. Carvalho D. L. McPherson Francisco S. Melo 16 1 0 28 Sep 2023
Acceleration in Policy Optimization Veronica Chelu Tom Zahavy A. Guez Doina Precup Sebastian Flennerhag 30 0 0 18 Jun 2023
SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search Gal Dalal Assaf Hallak Gugan Thoppe Shie Mannor Gal Chechik 17 3 0 30 Jan 2023
SoftTreeMax: Policy Gradient with Tree Search Gal Dalal Assaf Hallak Shie Mannor Gal Chechik 11 1 0 28 Sep 2022
On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning Guy Tennenholtz Assaf Hallak Gal Dalal Shie Mannor Gal Chechik Uri Shalit OOD OffRL 42 15 0 13 Oct 2021
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction Assaf Hallak Gal Dalal Steven Dalton I. Frosio Shie Mannor Gal Chechik OffRL OnRL 29 9 0 04 Jul 2021
Beyond the One Step Greedy Approach in Reinforcement Learning Yonathan Efroni Gal Dalal B. Scherrer Shie Mannor OffRL 35 48 0 10 Feb 2018