Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization

28 November 2019

Papers citing "Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization"

11 / 11 papers shown

Title
Universal Value-Function Uncertainties Moritz A. Zanger Max Weltevrede Yaniv Oren Pascal R. van der Vaart Caroline Horsch Wendelin Bohmer M. Spaan OffRL 64 0 0 27 May 2025
IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic Stefano Viel Luca Viano Volkan Cevher 188 1 0 27 Feb 2025
Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Shengheng Liu Xingkang Li Zihuan Mao Peng Liu Yongming Huang 142 6 0 03 Jan 2025
Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming Haotian Ling Zhihai Wang Jie Wang 75 6 0 31 Jan 2024
Model-Based Epistemic Variance of Values for Risk-Aware Policy Optimization Carlos E. Luis A. Bottero Julia Vinogradska Felix Berkenkamp Jan Peters OffRL 100 3 0 07 Dec 2023
Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning Parvin Malekzadeh Ming Hou Konstantinos N. Plataniotis 92 1 0 16 Oct 2023
Value-Distributional Model-Based Reinforcement Learning Carlos E. Luis A. Bottero Julia Vinogradska Felix Berkenkamp Jan Peters OffRL 68 4 0 12 Aug 2023
Learning-based Near-optimal Motion Planning for Intelligent Vehicles with Uncertain Dynamics Yang Lu Xinglong Zhang Xin Xu Weijia Yao 63 4 0 07 Aug 2023
Model-Based Uncertainty in Value Functions Carlos E. Luis A. Bottero Julia Vinogradska Felix Berkenkamp Jan Peters 110 15 0 24 Feb 2023
Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic Zhihai Wang Jie Wang Qi Zhou Bin Li Houqiang Li 71 34 0 16 Dec 2021
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 360 1,947 0 12 Nov 2020