Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption

29 May 2024

Papers citing "Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption"

6 / 6 papers shown

Title
Zero-shot Model-based Reinforcement Learning using Large Language Models Abdelhakim Benechehab Youssef Attia El Hili Ambroise Odonnat Oussama Zekri Albert Thomas Giuseppe Paolo Maurizio Filippone I. Redko Balázs Kégl OffRL 57 1 0 17 Feb 2025
Data-efficient Deep Reinforcement Learning for Vehicle Trajectory Control Bernd Frauenknecht Tobias Ehlgen Sebastian Trimpe 24 3 0 30 Nov 2023
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization Jihwan Jeong Xiaoyu Wang Michael Gimelfarb Hyunwoo J. Kim Baher Abdulhai Scott Sanner OffRL 74 10 0 07 Oct 2022
On-Policy Model Errors in Reinforcement Learning Lukas P. Frohlich Maksym Lefarov M. Zeilinger Felix Berkenkamp OnRL 44 6 0 15 Oct 2021
Model-based Policy Optimization with Unsupervised Model Adaptation Jian Shen Han Zhao Weinan Zhang Yong Yu 27 27 0 19 Oct 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016