Partially Observed Markov Decision Processes
Latest Publications

TOTAL DOCUMENTS

28

(FIVE YEARS 0)

H-INDEX

1

(FIVE YEARS 0)

Published By Cambridge University Press

9781316471104

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Myopic policy bounds for POMDPs and sensitivity to model parameters

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.018 ◽

2016 ◽

pp. 312-340

Author(s):

Vikram Krishnamurthy

Keyword(s):

Model Parameters ◽

Myopic Policy

Download Full-text

Stochastic approximation algorithms: examples

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.022 ◽

2016 ◽

pp. 380-424

Author(s):

Vikram Krishnamurthy

Keyword(s):

Approximation Algorithms ◽

Stochastic Approximation

Download Full-text

References

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.028 ◽

2016 ◽

pp. 455-470

Author(s):

Vikram Krishnamurthy

Download Full-text

Preface

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.001 ◽

2016 ◽

pp. xi-xiv

Author(s):

Vikram Krishnamurthy ◽

Vikram Krishnamurthy

Download Full-text

Stochastic Approximation and Reinforcement Learning

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.019 ◽

2016 ◽

pp. 341-342

Author(s):

Vikram Krishnamurthy

Keyword(s):

Reinforcement Learning ◽

Stochastic Approximation

Download Full-text

Short primer on stochastic simulation

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.024 ◽

2016 ◽

pp. 428-441

Author(s):

Vikram Krishnamurthy

Keyword(s):

Stochastic Simulation

Download Full-text

Introduction

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.002 ◽

2016 ◽

pp. 1-8

Author(s):

Vikram Krishnamurthy

Download Full-text

Fully observed Markov decision processes

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.009 ◽

2016 ◽

pp. 121-146 ◽

Cited By ~ 1

Author(s):

Vikram Krishnamurthy

Keyword(s):

Markov Decision Processes ◽

Decision Processes ◽

Markov Decision

Download Full-text

Optimal filtering

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.005 ◽

2016 ◽

pp. 34-72 ◽

Cited By ~ 1

Author(s):

Vikram Krishnamurthy

Keyword(s):

Optimal Filtering

Download Full-text

POMDPs in controlled sensing and sensor scheduling

Partially Observed Markov Decision Processes ◽

10.1017/cbo9781316471104.011 ◽

2016 ◽

pp. 179-200

Author(s):

Vikram Krishnamurthy

Keyword(s):

Sensor Scheduling ◽

Controlled Sensing

Download Full-text