Cover Image

Relative Importance Sampling for off-Policy Actor-Critic in Deep Reinforcement Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Humayoo, Mahammad, Zheng, Gengzhong, Dong, Xiaoqing, Miao, Liming, Qiu, Shuwei, Zhou, Zexun, Wang, Peitao, Ullah, Zakir, Junejo, Naveed Ur Rehman, Cheng, Xueqi
Format:	Preprint
Published:	2018
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Segmenting Action-Value Functions Over Time-Scales in SARSA via TD($Δ$)
by: Humayoo, Mahammad
Published: (2024)

Time-Scale Separation in Q-Learning: Extending TD($\triangle$) for Action-Value Function Decomposition
by: Humayoo, Mahammad
Published: (2024)

Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks
by: Junejo, Naveed Ur Rehman, et al.
Published: (2024)

Innovative Modular Design and Kinematic Approach based on Screw Theory for Triple Scissors Links Deployable Space Antenna Mechanism
by: Aamir, Mamoon, et al.
Published: (2025)

Deployment Dynamics and Optimization of Novel Space Antenna Deployable Mechanism
by: Aamir, Mamoon, et al.
Published: (2025)

Actor-Critic with Active Importance Sampling
by: Molaei, Majid, et al.
Published: (2026)

CuO Nanoparticles: Tuning Properties for Energy and Optoelectronic Applications
by: Naveed Akhtar, et al.
Published: (2025)

Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences
by: Singh, Nikhil Kumar, et al.
Published: (2024)

Actor-Critic Reinforcement Learning with Phased Actor
by: Wu, Ruofan, et al.
Published: (2024)

IMMUNIZATION STATUS, COMPLICATIONS AND OUTCOME IN CHILDREN ADMITTED WITH MEASLES: A SINGLE CENTRE CROSS- SECTIONAL STUDY
by: Sajid Ali, Sajid Ur Rehman , Irfan Ullah
Published: (2024)

Improved Hourly Cooling and Heating Load Analysis Using Residential Load Factor Method
by: Fazli Yazdan, et al.
Published: (2025)

Sampling Boltzmann distributions via normalizing flow approximation of transport maps
by: Rehman, Zia Ur, et al.
Published: (2026)

New Inflation in Waterfall Region
by: Khan, Niamat Ullah, et al.
Published: (2023)

Causal Policy Learning in Reinforcement Learning: Backdoor-Adjusted Soft Actor-Critic
by: Vo, Thanh Vinh, et al.
Published: (2025)

A Fully Multivariate Multifractal Detrended Fluctuation Analysis Method for Fault Diagnosis
by: Naveed, Khuram, et al.
Published: (2025)

Relational Object-Centric Actor-Critic
by: Ugadiarov, Leonid, et al.
Published: (2023)

Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
by: Yang, Tong, et al.
Published: (2023)

Natural Policy Gradient and Actor Critic Methods for Constrained Multi-Task Reinforcement Learning
by: Zeng, Sihan, et al.
Published: (2024)

Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning
by: Zhou, Tianchen, et al.
Published: (2024)

Generative Actor-Critic with Soft Bridge Policies
by: He, Ke, et al.
Published: (2026)

Actor-Critic Pretraining for Proximal Policy Optimization
by: Kernbach, Andreas, et al.
Published: (2026)

Distributional Soft Actor-Critic with Diffusion Policy
by: Liu, Tong, et al.
Published: (2025)

Multi-Agent Actor-Critic Generative AI for Query Resolution and Analysis
by: Rahman, Mohammad Wali Ur, et al.
Published: (2025)

ASTIF: Adaptive Semantic-Temporal Integration for Cryptocurrency Price Forecasting
by: Rehman, Hafiz Saif Ur, et al.
Published: (2025)

Complexity Agnostic Recursive Decomposition of Thoughts
by: Qasim, Kaleem Ullah, et al.
Published: (2025)

Solid Solution Strengthening and Difusion in Nickel- and Cobalt-based Superalloys
by: Ur Rehman, Hamad
Published: (2025)

Lynozyfic (Linvoseltamab): A First‐in‐Class Off‐the‐Shelf T‐Cell Redirector for Refractory Multiple Myeloma
by: Raza Ur Rehman
Published: (2025)

EFFECT ON THE INHIBITORY ACTIVITY OF POTENTIAL MICROBES ON THE COMPLEXATION OF METHYL ANTHRANILATE DERIVED HYDRAZIDE WITH CU, NI AND ZN(II) METAL IONS
by: Saeed-Ur Rehman
Published: (2011)

Synthesis and Characterization of Ni(II), Cu(II) and Zn(II) Tetrahedral Transition Metal Complexes of Modified Hydrazine
by: Saeed-Ur- Rehman
Published: (2011)

Quantum Advantage Actor-Critic for Reinforcement Learning
by: Kölle, Michael, et al.
Published: (2024)

Flow Actor-Critic for Offline Reinforcement Learning
by: Chae, Jongseong, et al.
Published: (2026)

Diffusion Actor-Critic with Entropy Regulator
by: Wang, Yinuo, et al.
Published: (2024)

Jackpot: Optimal Budgeted Rejection Sampling for Extreme Actor-Policy Mismatch Reinforcement Learning
by: Chen, Zhuoming, et al.
Published: (2026)

Cost‐Effectiveness of Land Restoration Policies for Carbon Neutrality: Evidence From China's Reforestation
by: Shuwei An
Published: (2026)

Distributional Soft Actor-Critic with Three Refinements
by: Duan, Jingliang, et al.
Published: (2023)

Quasi-Newton Compatible Actor-Critic for Deterministic Policies
by: Kordabad, Arash Bahari, et al.
Published: (2025)

Revisiting Mixture Policies in Entropy-Regularized Actor-Critic
by: He, Jiamin, et al.
Published: (2026)

Actor-Critics Can Achieve Optimal Sample Efficiency
by: Tan, Kevin, et al.
Published: (2025)

Actor-Critic without Actor
by: Ki, Donghyeon, et al.
Published: (2025)

Sensitivity Analysis and Optimal Control of Serial Killing
by: Shamoona Jabeen, et al.
Published: (2025)