Search results for "restless"

Hits ?▲	Authors	Title	Venue	Year	Link
19	Jackson A. Killian, Arpita Biswas, Sanket Shah, Milind Tambe	Q-Learning Lagrange Policies for Multi-Action Restless Bandits.	CoRR	2021	DBLP BibTeX RDF
19	Xiangyu Zhang 0012, Peter I. Frazier	Restless Bandits with Many Arms: Beating the Central Limit Theorem.	CoRR	2021	DBLP BibTeX RDF
19	Jackson A. Killian, Lily Xu, Arpita Biswas, Milind Tambe	Robust Restless Bandits: Tackling Interval Uncertainty with Deep Reinforcement Learning.	CoRR	2021	DBLP BibTeX RDF
19	Tomer Gafni, Michal Yemini, Kobi Cohen	Learning in Restless Bandits under Exogenous Global Markov Process.	CoRR	2021	DBLP BibTeX RDF
19	Abhinav Dahiya, Nima Akbarzadeh, Aditya Mahajan, Stephen L. Smith 0001	Scalable Operator Allocation for Multi-Robot Assistance: A Restless Bandit Approach.	CoRR	2021	DBLP BibTeX RDF
19	Keqin Liu, Ting Wu	Whittle Index for A Class of Restless Bandits with Imperfect Observations.	CoRR	2021	DBLP BibTeX RDF
19	Khaled Nakhleh, Santosh Ganji, Ping-Chun Hsieh, I-Hong Hou, Srinivas Shakkottai	NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL.	CoRR	2021	DBLP BibTeX RDF
19	Gongpu Chen, Soung Chang Liew, Yulin Shao	Uncertainty-of-Information Scheduling: A Restless Multi-armed Bandit Framework.	CoRR	2021	DBLP BibTeX RDF
19	Jing Fu 0001, Xinyu Wang 0011, Zengfu Wang, Moshe Zukerman	A Restless Bandit Model for Energy-Efficient Job Assignments in Server Farms.	CoRR	2021	DBLP BibTeX RDF
19	Guojun Xiong, Jian Li, Rahul Singh 0001	Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits.	CoRR	2021	DBLP BibTeX RDF
19	Siddharth Nishtala, Lovish Madaan, Aditya Mate, Harshavardhan Kamarthi, Anirudh Grama, Divy Thakkar, Dhyanesh Narayanan, Suresh Chaudhary, Neha Madhiwalla, Ramesh Padmanabhan, Aparna Hegde, Pradeep Varakantham, Balaraman Ravindran, Milind Tambe	Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes.	CoRR	2021	DBLP BibTeX RDF
19	Rahul Meshram, Kesav Kaza	Indexability and Rollout Policy for Multi-State Partially Observable Restless Bandits.	CoRR	2021	DBLP BibTeX RDF
19	Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe	Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health.	CoRR	2021	DBLP BibTeX RDF
19	Santosh Kumar Singh, Vivek S. Borkar, Gaurav S. Kasbekar	User Association in Dense mmWave Networks as Restless Bandits.	CoRR	2021	DBLP BibTeX RDF
19	Arpita Biswas, Gaurav Aggarwal, Pradeep Varakantham, Milind Tambe	Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare.	CoRR	2021	DBLP BibTeX RDF
19	P. N. Karthik, Rajesh Sundaresan	Learning to Detect an Odd Restless Markov Arm with a Trembling Hand.	CoRR	2021	DBLP BibTeX RDF
19	Christine Herlihy, Aviva Prins, Aravind Srinivasan, John Dickerson 0001	Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting.	CoRR	2021	DBLP BibTeX RDF
19	Aditya Mate, Arpita Biswas, Christoph Siebenbrunner, Milind Tambe	Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems.	CoRR	2021	DBLP BibTeX RDF
19	Jianyu Xu, Lujie Chen, Ou Tang	An online algorithm for the risk-aware restless bandit.	Eur. J. Oper. Res.	2021	DBLP DOI BibTeX RDF
19	Michal Yemini, Amir Leshem, Anelia Somekh-Baruch	The Restless Hidden Markov Bandit With Linear Rewards and Side Information.	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
19	Vivek S. Borkar, Shantanu Choudhary, Vaibhav Kumar Gupta, Gaurav S. Kasbekar	Scheduling in wireless networks with spatial reuse of spectrum as restless bandits.	Perform. Evaluation	2021	DBLP DOI BibTeX RDF
19	P. N. Karthik, Rajesh Sundaresan	Learning to Detect an Odd Restless Markov Arm.	ISIT	2021	DBLP DOI BibTeX RDF
19	Rahul Meshram, Kesav Kaza	Indexability and Rollout Policy for Multi-State Partially Observable Restless Bandits.	CDC	2021	DBLP DOI BibTeX RDF
19	Jackson A. Killian, Arpita Biswas, Sanket Shah, Milind Tambe	Q-Learning Lagrange Policies for Multi-Action Restless Bandits.	KDD	2021	DBLP DOI BibTeX RDF
19	Khaled Nakhleh, Santosh Ganji, Ping-Chun Hsieh, I-Hong Hou, Srinivas Shakkottai	NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL.	NeurIPS	2021	DBLP BibTeX RDF
19	Shuang Wu 0005, Jingyu Zhao 0001, Guangjian Tian, Jun Wang	State-Aware Value Function Approximation with Attention Mechanism for Restless Multi-armed Bandits.	IJCAI	2021	DBLP DOI BibTeX RDF
19	Arpita Biswas, Gaurav Aggarwal, Pradeep Varakantham, Milind Tambe	Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare.	IJCAI	2021	DBLP DOI BibTeX RDF
19	Nathan Pemberton, Johann Schleier-Smith, Joseph E. Gonzalez	The RESTless cloud.	HotOS	2021	DBLP DOI BibTeX RDF
19	Jackson A. Killian, Andrew Perrault, Milind Tambe	Beyond "To Act or Not to Act": Fast Lagrangian Approaches to General Multi-Action Restless Bandits. (PDF / PS)	AAMAS	2021	DBLP BibTeX RDF
19	Aditya Mate, Andrew Perrault, Milind Tambe	Risk-Aware Interventions in Public Health: Planning with Restless Multi-Armed Bandits. (PDF / PS)	AAMAS	2021	DBLP BibTeX RDF
19	Arpita Biswas, Gaurav Aggarwal, Pradeep Varakantham, Milind Tambe	Learning Index Policies for Restless Bandits with Application to Maternal Healthcare. (PDF / PS)	AAMAS	2021	DBLP BibTeX RDF
19	Fuqian Yang, Xiliang Luo	A Restless MAB-Based Index Policy for UL Pilot Allocation in Massive MIMO Over Gauss-Markov Fading Channels.	IEEE Trans. Veh. Technol.	2020	DBLP DOI BibTeX RDF
19	Diego Ruiz-Hernández, Jesús María Pinar-Pérez, David Delgado-Gómez	Multi-machine preventive maintenance scheduling with imperfect interventions: A restless bandit approach.	Comput. Oper. Res.	2020	DBLP DOI BibTeX RDF
19	Himanshu Agrawal, Krishna Asawa	Decentralized Learning for Opportunistic Spectrum Access: Multiuser Restless Multiarmed Bandit Formulation.	IEEE Syst. J.	2020	DBLP DOI BibTeX RDF
19	P. N. Karthik, Rajesh Sundaresan	Detecting an Odd Restless Markov Arm with a Trembling Hand.	CoRR	2020	DBLP BibTeX RDF
19	Suhas Thejaswi, Aristides Gionis	Restless reachability in temporal graphs.	CoRR	2020	DBLP BibTeX RDF
19	Rahul Meshram, Kesav Kaza	Simulation Based Algorithms for Markov Decision Processes and Multi-Action Restless Bandits.	CoRR	2020	DBLP BibTeX RDF
19	Nima Akbarzadeh, Aditya Mahajan	Restless bandits: indexability and computation of Whittle index.	CoRR	2020	DBLP BibTeX RDF
19	Konstantin Avrachenkov, Vivek S. Borkar	Whittle index based Q-learning for restless bandits with average reward.	CoRR	2020	DBLP BibTeX RDF
19	José Niño-Mora	A Verification Theorem for Threshold-Indexability of Real-State Discounted Restless Bandits.	Math. Oper. Res.	2020	DBLP DOI BibTeX RDF
19	P. N. Karthik, Rajesh Sundaresan	Detecting an Odd Restless Markov Arm with a Trembling Hand.	ISIT	2020	DBLP DOI BibTeX RDF
19	Michal Yemini, Amir Leshem, Anelia Somekh-Baruch	Restless Hidden Markov Bandit with Linear Rewards.	CDC	2020	DBLP DOI BibTeX RDF
19	Julien Seznec, Pierre Ménard, Alessandro Lazaric, Michal Valko	A single algorithm for both restless and rested rotting bandits.	AISTATS	2020	DBLP BibTeX RDF
19	Christopher R. Dance, Tomi Silander	Optimal Policies for Observing Time Series and Related Restless Bandit Problems.	J. Mach. Learn. Res.	2019	DBLP BibTeX RDF
19	Steffen Grünewälder, Azadeh Khaleghi	Approximations of the Restless Bandit Problem.	J. Mach. Learn. Res.	2019	DBLP BibTeX RDF
19	Abderrahmane Abbou, Viliam Makis	Group Maintenance: A Restless Bandits Approach.	INFORMS J. Comput.	2019	DBLP DOI BibTeX RDF
19	Kehao Wang 0001, Jihong Yu, Lin Chen 0002, Pan Zhou, Xiaohu Ge, Moe Z. Win	Opportunistic Scheduling Revisited Using Restless Bandits: Indexability and Index Policy.	IEEE Trans. Wirel. Commun.	2019	DBLP DOI BibTeX RDF
19	S. Amir Hosseini, Shivendra S. Panwar	Restless Video Bandits: Optimal SVC Streaming in a Multi-User Wireless Network.	IEEE Access	2019	DBLP DOI BibTeX RDF
19	Jun Xu 0021, Chengcheng Guo	Scheduling Periodic Real-Time Traffic in Lossy Wireless Networks as Restless Multi-Armed Bandit.	IEEE Wirel. Commun. Lett.	2019	DBLP DOI BibTeX RDF
19	Elliot Lee, Mariel S. Lavieri, Michael Volk	Optimal Screening for Hepatocellular Carcinoma: A Restless Bandit Model.	Manuf. Serv. Oper. Manag.	2019	DBLP DOI BibTeX RDF
19	Frederik Bülthoff, Maria Maleshkova	RESTful or RESTless - Current State of Today's Top Web APIs.	CoRR	2019	DBLP BibTeX RDF
19	Tomer Gafni, Kobi Cohen	Learning in Restless Multi-Armed Bandits via Adaptive Arm Sequencing Rules.	CoRR	2019	DBLP BibTeX RDF
19	Young Hun Jung, Marc Abeille, Ambuj Tewari	Thompson Sampling in Non-Episodic Restless Bandits.	CoRR	2019	DBLP BibTeX RDF
19	Young Hun Jung, Ambuj Tewari	Regret Bounds for Thompson Sampling in Restless Bandit Problems.	CoRR	2019	DBLP BibTeX RDF
19	Vivek S. Borkar, Shantanu Choudhary, Vaibhav Kumar Gupta, Gaurav S. Kasbekar	Scheduling in Wireless Networks with Spatial Reuse of Spectrum as Restless Bandits.	CoRR	2019	DBLP BibTeX RDF
19	Michal Yemini, Amir Leshem, Anelia Somekh-Baruch	Restless Hidden Markov Bandits with Linear Rewards.	CoRR	2019	DBLP BibTeX RDF
19	Oleksandr Zadorozhnyi, Gilles Blanchard, Alexandra Carpentier	Restless dependent bandits with fading memory.	CoRR	2019	DBLP BibTeX RDF
19	Navikkumar Modi, Philippe Mary, Christophe Moy	Transfer restless multi-armed bandit policy for energy-efficient heterogeneous cellular network.	EURASIP J. Adv. Signal Process.	2019	DBLP DOI BibTeX RDF
19	Nima Akbarzadeh, Aditya Mahajan	Restless bandits with controlled restarts: Indexability and computation of Whittle index.	CDC	2019	DBLP DOI BibTeX RDF
19	Young Hun Jung, Ambuj Tewari	Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems.	NeurIPS	2019	DBLP BibTeX RDF
19	Jing Fu 0001, Yoni Nazarathy, Sarat Babu Moka, Peter G. Taylor	Towards Q-learning the Whittle Index for Restless Bandits.	ANZCC	2019	DBLP DOI BibTeX RDF
19	Nima Akbarzadeh, Aditya Mahajan	Dynamic spectrum access under partial observations: A restless bandit approach.	CWIT	2019	DBLP DOI BibTeX RDF
19	Santiago Duran, Ina Maria Verloop	Asymptotic Optimal Control of Markov-Modulated Restless Bandits.	Proc. ACM Meas. Anal. Comput. Syst.	2018	DBLP DOI BibTeX RDF
19	Varun Mehta, Rahul Meshram, Kesav Kaza, Shabbir N. Merchant, Uday B. Desai	Rested and Restless Bandits With Constrained Arms and Hidden States: Applications in Social Networks and 5G Networks.	IEEE Access	2018	DBLP DOI BibTeX RDF
19	Zhe Yu 0001, Yunjian Xu, Lang Tong	Deadline Scheduling as Restless Bandits.	IEEE Trans. Autom. Control.	2018	DBLP DOI BibTeX RDF
19	Rahul Meshram, D. Manjunath, Aditya Gopalan	On the Whittle Index for Restless Multiarmed Hidden Markov Bandits.	IEEE Trans. Autom. Control.	2018	DBLP DOI BibTeX RDF
19	Ivan Yu Chernyshov, Philip V. Toukach	REStLESS: automated translation of glycan sequences from residue-based notation to SMILES and atomic coordinates.	Bioinform.	2018	DBLP DOI BibTeX RDF
19	Varun Mehta, Rahul Meshram, Kesav Kaza, S. N. Merchant	Restless Bandits with Constrained Arms: Applications in Social and Information Networks.	CoRR	2018	DBLP BibTeX RDF
19	Kesav Kaza, Rahul Meshram, Varun Mehta, S. N. Merchant	Lazy Restless Bandits for Decision Making with Limited Observation Capability: Applications in Wireless Networks.	CoRR	2018	DBLP BibTeX RDF
19	Roland G. Fryer, Philipp Harms	Two-Armed Restless Bandits with Imperfect Information: Stochastic Control and Indexability.	Math. Oper. Res.	2018	DBLP DOI BibTeX RDF
19	Vivek S. Borkar, Gaurav S. Kasbekar, Sarath Pattathil, Priyesh Y. Shetty	Opportunistic Scheduling as Restless Bandits.	IEEE Trans. Control. Netw. Syst.	2018	DBLP DOI BibTeX RDF
19	Hesham M. Elmaghraby, Keqin Liu, Zhi Ding 0001	Femtocell Scheduling as a Restless Multiarmed Bandit Problem Using Partial Channel State Observation.	ICC	2018	DBLP DOI BibTeX RDF
19	Tomer Gafni, Kobi Cohen	Learning in Restless Multi-Armed Bandits using Adaptive Arm Sequencing Rules.	ISIT	2018	DBLP DOI BibTeX RDF
19	Santiago Duran, Ina Maria Verloop	Asymptotic Optimal Control of Markov-Modulated Restless Bandits.	SIGMETRICS (Abstracts)	2018	DBLP DOI BibTeX RDF
19	Kesav Kaza, Varun Mehta, Rahul Meshram, S. N. Merchant	Restless bandits with cumulative feedback: Applications in wireless networks.	WCNC	2018	DBLP DOI BibTeX RDF
19	Biswarup Bhattacharya	Restless Bandits visiting Villages: A Preliminary Study on distributing Public Health Services.	COMPASS	2018	DBLP DOI BibTeX RDF
19	Prakirt Raj Jhunjhunwala, Sharayu Moharir, D. Manjunath, Aditya Gopalan	On a Class of Restless Multi-armed Bandits with Deterministic Policies.	SPCOM	2018	DBLP DOI BibTeX RDF
19	Steffen Grünewälder, Azadeh Khaleghi	Approximations of the Restless Bandit Problem.	CoRR	2017	DBLP BibTeX RDF
19	Vivek S. Borkar, Gaurav S. Kasbekar, Sarath Pattathil, Priyesh Y. Shetty	Opportunistic Scheduling as Restless Bandits.	CoRR	2017	DBLP BibTeX RDF
19	Rahul Meshram, Aditya Gopalan, D. Manjunath	A Hidden Markov Restless Multi-armed Bandit Model for Playout Recommendation Systems.	CoRR	2017	DBLP BibTeX RDF
19	Rahul Meshram, Aditya Gopalan, D. Manjunath	Restless bandits that hide their hand and recommendation systems.	COMSNETS	2017	DBLP DOI BibTeX RDF
19	Rahul Meshram, Aditya Gopalan, D. Manjunath	A Hidden Markov Restless Multi-armed Bandit Model for Playout Recommendation Systems.	COMSNETS (Revised Selected Papers and Invited Papers)	2017	DBLP DOI BibTeX RDF
19	Kehao Wang 0001, Jihong Yu, Lin Chen 0002, Moe Z. Win	Opportunistic Scheduling Revisited Using Restless Bandits: Indexability and Index Policy.	GLOBECOM	2017	DBLP DOI BibTeX RDF
19	Richard Aderbal Gonçalves, Carolina Paula de Almeida, Sandra Mara Guse Scós Venske, Myriam Regattieri de Biase da Silva Delgado, Aurora Trinidad Ramirez Pozo	A New Hyper-Heuristic Based on a Restless Multi-armed Bandit for Multi-objective Optimization.	BRACIS	2017	DBLP DOI BibTeX RDF
19	S. Amir Hosseini, Shivendra S. Panwar	Restless streaming bandits: Scheduling scalable video in wireless networks.	Allerton	2017	DBLP DOI BibTeX RDF
19	Manuel Au-Yong Oliveira, Ramiro Gonçalves	Restless Millennials in Higher Education - A New Perspective on Knowledge Management and Its Dissemination Using IT in Academia.	WorldCIST (2)	2017	DBLP DOI BibTeX RDF
19	Shunsuke Yoshida, Masato Hisakado, Shintaro Mori	Interactive Restless Multi-armed Bandit Game and Swarm Intelligence Effect.	New Gener. Comput.	2016	DBLP DOI BibTeX RDF
19	Xiaohan Wei, Michael J. Neely	Power-Aware Wireless File Downloading: A Lyapunov Indexing Approach to a Constrained Restless Bandit Problem.	IEEE/ACM Trans. Netw.	2016	DBLP DOI BibTeX RDF
19	Maialen Larrañaga, Urtzi Ayesta, Ina Maria Verloop	Dynamic Control of Birth-and-Death Restless Bandits: Application to Resource-Allocation Problems.	IEEE/ACM Trans. Netw.	2016	DBLP DOI BibTeX RDF
19	S. Amir Hosseini, Shivendra S. Panwar	Restless Video Bandits: Optimal SVC Streaming in a Multi-user Wireless Network.	CoRR	2016	DBLP BibTeX RDF
19	Rahul Meshram, D. Manjunath, Aditya Gopalan	On the Whittle Index for Restless Multi-armed Hidden Markov Bandits.	CoRR	2016	DBLP BibTeX RDF
19	Philippe Gorry, Pascal Ragouet	"Sleeping beauty" and her restless sleep: Charles Dotter and the birth of interventional radiology.	Scientometrics	2016	DBLP DOI BibTeX RDF
19	Arash Pouryazdan, Robert J. Prance, Helen Prance, Daniel Roggen	Wearable electric potential sensing: a new modality sensing hair touch and restless leg movement.	UbiComp Adjunct	2016	DBLP DOI BibTeX RDF
19	Maialen Larrañaga, Mohamad Assaad, Apostolos Destounis, Georgios S. Paschos	Dynamic pilot allocation over Markovian fading channels: A restless bandit approach.	ITW	2016	DBLP DOI BibTeX RDF
19	Kehao Wang 0001	Optimality of Myopic Policy for Restless Multiarmed Bandit with Imperfect Observation.	GLOBECOM	2016	DBLP DOI BibTeX RDF
19	Zhe Yu 0001, Yunjian Xu, Lang Tong	Deadline scheduling as restless bandits.	Allerton	2016	DBLP DOI BibTeX RDF
19	Yundi Qian, Chao Zhang 0049, Bhaskar Krishnamachari, Milind Tambe	Restless Poachers: Handling Exploration-Exploitation Tradeoffs in Security Domains.	AAMAS	2016	DBLP BibTeX RDF
19	Maarten Speekenbrink, Emmanouil Konstantinidis	Uncertainty and Exploration in a Restless Bandit Problem.	Top. Cogn. Sci.	2015	DBLP DOI BibTeX RDF
19	Pengbo Si, F. Richard Yu, Ruizhe Yang, Yanhua Zhang	Navigation Data-Assisted Opportunistic Spectrum Scheduling for Network-Based UAV Systems: A Parallel Restless Bandits Formulation.	Wirel. Pers. Commun.	2015	DBLP DOI BibTeX RDF
19	Xiaohan Wei, Michael J. Neely	Power Aware Wireless File Downloading: A Lyapunov Indexing Approach to A Constrained Restless Bandit Problem.	CoRR	2015	DBLP BibTeX RDF