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Markov Decision Processes with Coherent Risk Measures: Risk Aversity in Asset Management

PROCEEDINGS ARTICLE published April 2019 in 2019 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA)

Authors: Yuji Yoshida

https://doi.org/10.1109/cogsima.2019.8724252 Actions

Risk Sensitivity under Partially Observable Markov Decision Processes

PROCEEDINGS ARTICLE published 2019 in 2019 Conference on Cognitive Computational Neuroscience

Authors: Nikolas Höft | Rong Guo | Vaios Laschos | Sein Jeung | Dirk Ostwald | Klaus Obermayer

https://doi.org/10.32470/ccn.2019.1160-0 Actions

Weakly Coupled Markov Decision Processes with Imperfect Information

PROCEEDINGS ARTICLE published December 2019 in 2019 Winter Simulation Conference (WSC)

Authors: Mahshid Salemi Parizi | Archis Ghate

https://doi.org/10.1109/wsc40007.2019.9004927 Actions

Least Inferable Policies for Markov Decision Processes

PROCEEDINGS ARTICLE published July 2019 in 2019 American Control Conference (ACC)

Authors: Mustafa O. Karabag | Melkior Ornik | Ufuk Topcu

https://doi.org/10.23919/acc.2019.8815129 Actions

Compositional planning in Markov decision processes: Temporal abstraction meets generalized logic composition

PROCEEDINGS ARTICLE published July 2019 in 2019 American Control Conference (ACC)

Authors: Xuan Liu | Jie Fu

https://doi.org/10.23919/acc.2019.8814646 Actions

Distance-Penalized Active Learning via Markov Decision Processes

PROCEEDINGS ARTICLE published June 2019 in 2019 IEEE Data Science Workshop (DSW)

Authors: Dingyu Wang | John Lipor | Gautam Dasarathy

https://doi.org/10.1109/dsw.2019.8755602 Actions

Online Learning for Markov Decision Processes in Nonstationary Environments: A Dynamic Regret Analysis

PROCEEDINGS ARTICLE published July 2019 in 2019 American Control Conference (ACC)

Authors: Yingying Li | Na Li

https://doi.org/10.23919/acc.2019.8815000 Actions

Cost-Bounded Active Classification Using Partially Observable Markov Decision Processes

PROCEEDINGS ARTICLE published July 2019 in 2019 American Control Conference (ACC)

Authors: Bo Wu | Mohamadreza Ahmadi | Suda Bharadwaj | Ufuk Topcu

https://doi.org/10.23919/acc.2019.8814415 Actions

Optimal Fidelity Selection for Human-in-the-loop Queues using Semi-Markov Decision Processes

PROCEEDINGS ARTICLE published July 2019 in 2019 American Control Conference (ACC)

Authors: Piyush Gupta | Vaibhav Srivastava

https://doi.org/10.23919/acc.2019.8814842 Actions

Online Active Perception for Partially Observable Markov Decision Processes with Limited Budget

PROCEEDINGS ARTICLE published December 2019 in 2019 IEEE 58th Conference on Decision and Control (CDC)

Authors: Mahsa Ghasemi | Ufuk Topcu

https://doi.org/10.1109/cdc40024.2019.9029762 Actions

Learning Parameterized Prescription Policies and Disease Progression Dynamics using Markov Decision Processes

PROCEEDINGS ARTICLE published July 2019 in 2019 American Control Conference (ACC)

Authors: Henghui Zhu | Tingting Xu | Ioannis Ch. Paschalidis

https://doi.org/10.23919/acc.2019.8815127 Actions

Switched Linear Systems Meet Markov Decision Processes: Stability Guaranteed Policy Synthesis

PROCEEDINGS ARTICLE published December 2019 in 2019 IEEE 58th Conference on Decision and Control (CDC)

Authors: Bo Wu | Murat Cubuktepe | Ufuk Topcu

https://doi.org/10.1109/cdc40024.2019.9029513 Actions

Satisfiability Bounds for ω-Regular Properties in Bounded-Parameter Markov Decision Processes

PROCEEDINGS ARTICLE published December 2019 in 2019 IEEE 58th Conference on Decision and Control (CDC)

Authors: Maximilian Weininger | Tobias Meggendorfer | Jan Kretinsky

https://doi.org/10.1109/cdc40024.2019.9029460 Actions

Learning Partially Observable Markov Decision Processes Using Coupled Canonical Polyadic Decomposition

PROCEEDINGS ARTICLE published June 2019 in 2019 IEEE Data Science Workshop (DSW)

Authors: Kejun Huang | Zhuoran Yang | Zhaoran Wang | Mingyi Hong

https://doi.org/10.1109/dsw.2019.8755551 Actions

Constrained Markov Decision Processes for Intelligent Traffic

PROCEEDINGS ARTICLE published July 2019 in 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)

Authors: Tripty Singh

https://doi.org/10.1109/icccnt45670.2019.8944574 Actions

Efficient and Safe Exploration in Deterministic Markov Decision Processes with Unknown Transition Models

PROCEEDINGS ARTICLE published July 2019 in 2019 American Control Conference (ACC)

Authors: Erdem Biyik | Jonathan Margoliash | Shahrouz Ryan Alimo | Dorsa Sadigh

https://doi.org/10.23919/acc.2019.8815276 Actions

Observability and Filter Stability for Partially Observed Markov Processes

PROCEEDINGS ARTICLE published December 2019 in 2019 IEEE 58th Conference on Decision and Control (CDC)

Authors: Curtis McDonald | Serdar Yuksel

https://doi.org/10.1109/cdc40024.2019.9029775 Actions

Stochastic Primal-Dual Method for Learning Mixture Policies in Markov Decision Processes

PROCEEDINGS ARTICLE published December 2019 in 2019 IEEE 58th Conference on Decision and Control (CDC)

Authors: Masoud Badiei Khuzani | Varun Vasudevan | Hongyi Ren | Lei Xing

https://doi.org/10.1109/cdc40024.2019.9029743 Actions

Markov Decision Processes with Discounted Cost: The action elimination procedures

PROCEEDINGS ARTICLE published July 2019 in 2019 International Conference of Computer Science and Renewable Energies (ICCSRE)

Authors: Abdellatif SEMMOURI | Mostafa JOURHMANE

https://doi.org/10.1109/iccsre.2019.8807578 Actions

Charging Scheduling of Enterprise Private Parking-lot with Renewable Power: A simulation method based on Markov Decision Processes

PROCEEDINGS ARTICLE published July 2019 in 2019 Chinese Control Conference (CCC)

Authors: Fangzhu Ming | Feng Gao | Kun Liu | Zelin Nie

https://doi.org/10.23919/chicc.2019.8866289 Actions
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