2. 您的位置
3. 首页
4. 期刊论文
5. Multiagent Reinforcement Learning:Rollout and Policy Iteration

Multiagent Reinforcement Learning:Rollout and Policy Iteration

来源 :自动化学报:英文版 | 被引量 : 0次 | 上传用户：wenshicai2009

【摘 要】

：

We discuss the solution of complex multistage decision problems using methods that are based on the idea of policy iteration(PI),i.e.,start from some base polic

【作 者】

：

Dimitri Bertsekas 

【机 构】

：

theArizonaStateUniversity（ASU）

【出 处】

：

自动化学报:英文版

【发表日期】

：

2021年2期

【关键词】

：

Dynamic programming multiagent problems neuro-dynamic programming policy iterati 

下载到本地 , 更方便阅读

下载此文 赞助VIP

声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架

论文部分内容阅读

We discuss the solution of complex multistage decision problems using methods that are based on the idea of policy iteration(PI),i.e.,start from some base policy and generate an improved policy.Rollout is the simplest method of this type,where just one im

其他文献

Distributed Cooperative Control of Battery Energy Storage Systems in DC Microgrids

The control of battery energy storage systems(BESSs)plays an important role in the management of microgrids.In this paper,the problem of balancing the state-ofc

期刊

CooperativecontrolenergystoragesystemsMICROGRIDSmulti-agentsystems

Distributed Fault-Tolerant Containment Control for Nonlinear Multi-Agent Systems Under Directed Netw

This paper investigates the distributed fault-tolerant containment control(FTCC)problem of nonlinear multi-agent systems(MASs)under a directed network topology.

期刊

Adaptivefault-tolerantcontroldirectednetworktopologydistributedcontrolhi

Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochas

In this paper,an adaptive dynamic programming(ADP)strategy is investigated for discrete-time nonlinear systems with unknown nonlinear dynamics subject to input

期刊

Adaptivedynamicprogramming(ADP)constrainedinputsneuralnetwork(NN)stochast

Property Preservation of Petri Synthesis Net Based Representation for Embedded Systems

Embedded systems have numerous applications in everyday life.Petri-net-based representation for embedded systems(PRES+)is an important methodology for the model

期刊

ModelingPetrinetspropertypreservationSUBNETSYNTHESIS

Decoupling Adaptive Sliding Mode Observer Design for Wind Turbines Subject to Simultaneous Faults in

This paper proposes an adaptive sliding mode observer(ASMO)-based approach for wind turbines subject to simultaneous faults in sensors and actuators.The propose

期刊

FaulttolerantcontrolhorizontalaxiswindturbinesMonte-Carloanalysisprinci

Residual-driven Fuzzy C-Means Clustering for Image Segmentation

In this paper,we elaborate on residual-driven Fuzzy C-Means(FCM)for image segmentation,which is the first approach that realizes accurate residual(noise/outlier

期刊

FuzzyC-Meansimagesegmentationmixedorunknownnoiseresidual-drivenweighted

Task Scheduling for Multi-Cloud Computing Subject to Security and Reliability Constraints

The rise of multi-cloud systems has been spurred.For safety-critical missions,it is important to guarantee their security and reliability.To address trust const

期刊

Multi-cloudenvironmentmulti-qualityofservice(QoS)reliabilitySECURITYtask

Dynamic Evaluation Strategies for Multiple Aircrafts Formation Using Collision and Matching Probabil

Configuration evaluation is a key technology to be considered in the design of multiple aircrafts formation(MAF)configurations with high dynamic properties in e

期刊

Collision-stateprobabilitydynamicconfigurationevaluationmatching-stateprob

Physical Safety and Cyber Security Analysis of Multi-Agent Systems:A Survey of Recent Advances

Multi-agent systems(MASs)are typically composed of multiple smart entities with independent sensing,communication,computing,and decision-making capabilities.Now

期刊

CONSENSUSdeceptionattackdeny-of-service(DoS)attackfaultdetectionfaultesti

Adaptive Pseudo Inverse Control for a Class of Nonlinear Asymmetric and Saturated Nonlinear Hysteret

This paper aims at eliminating the asymmetric and saturated hysteresis nonlinearities by designing hysteresis pseudo inverse compensator and robust adaptive dyn

期刊

Adaptivedynamicsurfacecontroladaptivepseudoinversecontrolasymmetricand