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Publications of V. Srivastava
Thesis
  1. V. Srivastava. Stochastic Search and Surveillance Strategies for Mixed Human-Robot Teams. PhD thesis, Mechanical Engineering Department, University of California at Santa Barbara, December 2012. Keyword(s): Decision Making, Search and Surveillance, Human Supervisory Control.


Articles in journal, book chapters
  1. V. Abhishek and V. Srivastava. SIS Epidemic Spreading under Multilayer Population Dispersal in Patchy Environments. IEEE Transactions on Control of Network Systems, 11(1):126-138, 2024. Keyword(s): Network Systems, Decision Making, Collective Behavior.


  2. C. J. Boss and V. Srivastava. A High-Gain Observer Approach to Robust Trajectory Estimation and Tracking for a Multi-rotor UAV. ASME Journal of Dynamic Systems, Measurement, and Control, 2024. Note: Under revision. Keyword(s): Aerial Robotics.


  3. P. Gupta and V. Srivastava. Structural Properties of Optimal Fidelity Selection Policies for Human-in-the-loop Queues. Automatica, 159:111388, 2024. Note: Extended version available at: arXiv preprint arXiv: 2201.09990. Keyword(s): Human Supervisory Control, Decision Making.


  4. A. Satapathi, N. K. Dhar, A. R. Hota, and V. Srivastava. Coupled Evolutionary Behavioral and Disease Dynamics under Reinfection Risk. IEEE Transactions on Control of Network Systems, 2024. Note: In press. Keyword(s): Decision Making, Collective Behavior.


  5. L. Wei and V. Srivastava. Nonstationary Stochastic Bandits: UCB Policies and Minimax Regret. IEEE Open Journal of Control Systems, 3:128-142, 2024. Keyword(s): Decision Making, Multiarmed Bandits.


  6. P. Gupta, S. Biswas, and V. Srivastava. Fostering Human Learning in Sequential Decision-Making: Understanding the Role of Evaluative Feedback. arXiv preprint arXiv:2311.03486, 2023. Keyword(s): Decision-Making, Reinforcement Learning.


  7. P. Gupta, S. D. Bopardikar, and V. Srivastava. Incentivizing Collaboration in Heterogeneous Teams via Common-Pool Resource Games. IEEE Transactions on Automatic Control, 68(3):1902-1909, 2023. Note: Extended version available at: arXiv preprint arXiv: 1908.03938. Keyword(s): Human Supervisory Control, Decision Making.


  8. P. Gupta and V. Srivastava. Optimal Fidelity Selection for Improved Performance in Human-in-the-Loop Queues for Underwater Search. arXiv preprint arXiv:2311.06381, 2023. Keyword(s): Human Supervisory Control, Decision Making.


  9. E. Lau, V. Srivastava, and S. D. Bopardikar. A Multi-Fidelity Bayesian Approach to Safe Controller Design. IEEE Control Systems Letters, 7:2904-2909, 2023. Keyword(s): Decision-Making, Multi-armed Bandits.


  10. N. Li, K. Zhang, Z. Li, V. Srivastava, and X. Yin. Cloud-Assisted Nonlinear Model Predictive Control for Finite-Duration Tasks. IEEE Transactions on Automatic Control, 68(9):5287-5300, 2023.


  11. U. Maitra, A. R. Hota, and V. Srivastava. SIS Epidemic Propagation under Strategic Non-myopic Protection: A Dynamic Population Game Approach. IEEE Control Systems Letters, 7:1578-1583, 2023. Keyword(s): Decision-Making, Collective Behavior.


  12. A. Reina, T. Bose, V. Srivastava, and J. A. R. Marshall. Asynchrony Rescues Statistically-Optimal Group Decisions from Information Cascades through Emergent Leaders. Royal Society Open Science, 10(3), 2023. Keyword(s): Network Systems, Decision Making, Collective Behavior.


  13. Z. Aminzare and V. Srivastava. Stochastic Synchronization in Nonlinear Network Systems Driven by Intrinsic and Coupling Noise. Biological Cybernetics, 116:142-162, 2022. Keyword(s): Network Systems.


  14. Y. D. Zhong, V. Srivastava, and N. E. Leonard. Influence Spread in the Heterogeneous Multiplex Linear Threshold Model. IEEE Transactions on Control of Network Systems, 9(3):1080 - 1091, 2022. Keyword(s): Decision Making, Network Systems, Collective Behavior.


  15. C. J. Boss and V. Srivastava. In-flight actuator failure recovery of a hexrotor via multiple models and extended high-gain observers. IEEE Robotics and Automation Letters, 6(4):6204-6211, 2021. Keyword(s): Aerial Robotics.


  16. P. Landgren, V. Srivastava, and N. E. Leonard. Distributed Cooperative Decision Making in Multi-agent Multi-armed Bandits. Automatica, 125:109445, 2021. Note: Available at: arXiv preprint arXiv:2003.01312. Keyword(s): Decision Making, Multiarmed Bandits, Network Systems.


  17. L. Wei and V. Srivastava. Minimax Policy for Heavy-tailed Bandits. IEEE Control Systems Letters, 5(4):1423-1428, 2021. Note: Available at: arXiv preprint arXiv:2007.10493. Keyword(s): Decision Making, Multiarmed Bandits.


  18. M. Alfatlawi and V. Srivastava. An Incremental Approach to Online Dynamic Mode Decomposition for Time-Varying Systems with Applications to EEG Data Modeling. Journal of Computational Dynamics, 7(2):209-241, December 2020.


  19. S. D. Bopardikar and V. Srivastava. Dynamic Vehicle Routing in Presence of Random Recalls. IEEE Control Systems Letters, 4(1):37-42, 2020. Keyword(s): Motion Planning.


  20. Z. Aminzare, V. Srivastava, and P. Holmes. Gait transitions in a phase oscillator model of an insect central pattern generator. SIAM Journal on Applied Dynamical Systems, 17(1):626-671, 2018. Keyword(s): Network Systems.


  21. R. Gray, A. Franci, V. Srivastava, and N. E. Leonard. Multi-agent decision-making dynamics inspired by honeybees. IEEE Transactions on Control of Network Systems, 5(2):793-806, 2018. Keyword(s): Decision Making, Network Systems, Collective Behavior.


  22. P. Reverdy, V. Srivastava, and N. E. Leonard. Satisficing in Multi-armed Bandit Problems. IEEE Transactions on Automatic Control, 62(8):3788 - 3803, 2017. Keyword(s): Decision Making, Cognitive Modeling, Multiarmed Bandits.


  23. V. Srivastava, S. Feng, J. D. Cohen, N. E. Leonard, and A. Shenhav. A martingale analysis of first passage times of time-dependent Wiener diffusion models. Journal of Mathematical Psychology, 77(2017):94-110, 2017. Keyword(s): Decision Making, Cognitive Modeling.


  24. V. Srivastava, P. Holmes, and P. Simen. Explicit moments of decision times for single- and double-threshold drift-diffusion processes. Journal of Mathematical Psychology, 75(2016):96-109, 2016. Note: Special Issue in Honor of R. Duncan Luce. Keyword(s): Decision Making, Cognitive Modeling.


  25. J. Peters, V. Srivastava, G. Taylor, A. Surana, M. P. Eckstein, and F. Bullo. Human Supervisory Control of Robotic Teams: Integrating Cognitive Modeling with Engineering Design. IEEE Control System Magazine, 35(6):57-80, 2015. Keyword(s): Decision Making, Search and Surveillance, Human Supervisory Control, Cognitive Modeling.


  26. L. Carlone, V. Srivastava, F. Bullo, and G. C. Calafiore. Distributed Random Convex Programming via Constraints Consensus. SIAM Journal on Control and Optimization, 52(1):629-662, 2014. Keyword(s): Network Systems, Decision Making.


  27. P. Reverdy, V. Srivastava, and N. E. Leonard. Modeling Human Decision Making in Generalized Gaussian Multiarmed Bandits. Proceedings of the IEEE, 102(4):544-571, 2014. Keyword(s): Decision Making, Cognitive Modeling, Human Supervisory Control, Multiarmed Bandits.


  28. V. Srivastava and F. Bullo. Knapsack Problems with Sigmoid Utility: Approximation Algorithms via Hybrid Optimization. European Journal of Operational Research, 236(2):488-498, 2014. Keyword(s): Human Supervisory Control, Decision Making.


  29. V. Srivastava, R. Carli, C. Langbort, and F. Bullo. Attention Allocation for Decision Making Queues. Automatica, 50(2):378-388, 2014. Keyword(s): Human Supervisory Control, Decision Making.


  30. V. Srivastava and N. E. Leonard. Collective Decision-Making in Ideal Networks: The Speed-Accuracy Trade-off. IEEE Transactions on Control of Network Systems, 1(1):121-132, 2014. Keyword(s): Decision Making, Cognitive Modeling, Collective Behavior.


  31. V. Srivastava, F. Pasqualetti, and F. Bullo. Stochastic Surveillance Strategies for Spatial Quickest Detection. International Journal of Robotics Research, 32(12):1438-1458, 2013. Keyword(s): Search and Surveillance, Decision Making.


  32. V. Srivastava, J. Moehlis, and F. Bullo. On Bifurcations in Nonlinear Consensus Networks. Journal of Nonlinear Science, 21(6):875-895, 2011.


  33. V. Srivastava, K. Plarre, and F. Bullo. Randomized Sensor Selection in Sequential Hypothesis Testing. IEEE Transactions on Signal Processing, 59(5):2342-2354, 2011. Keyword(s): Decision Making.


Conference articles
  1. D. Coleman, S. D. Bopardikar, V. Srivastava, and X. Tan. Exploration of Unknown Scalar Fields with Multifidelity Gaussian Processes Under Localization Uncertainty. In American Control Conference, San Diego, CA, pages 3296-3303, June 2023. Keyword(s): Decision-Making, Search and Surveillance.


  2. D. H. Mangalindan, E. Rovira, and V. Srivastava. On Trust-aware Assistance-seeking in Human-Supervised Autonomy. In American Control Conference, San Diego, CA, pages 3901-3906, June 2023. Keyword(s): Human-Robot Collaboration, Decision Making.


  3. Y. Mei, P. Fairchild, V. Srivastava, C. Cao, and X. Tan. Simultaneous Motion and Stiffness Control for Soft Pneumatic Manipulators based on a Lagrangian-based Dynamic Model. In American Control Conference, San Diego, CA, pages 145-152, June 2023.


  4. S. D. Bopardikar and V. Srivastava. A Scenario Approach to Robust Simulation-based Path Planning. In American Control Conference, Atlanta, GA, pages 5024-5029, June 2022. Keyword(s): Decision Making, Multiarmed Bandits, Motion Planning.


  5. P. Gupta and V. Srivastava. On Deterministic Sequencing of Exploration and Exploitation for Reinforcement Learning. In IEEE Conf. on Decision and Control, Canc un, Mexico, pages 2313-2318, 2022. Keyword(s): Human Supervisory Control, Decision Making, Reinforcement Learning.


  6. A. Kamboj, R. Ranganathan, X. Tan, and V. Srivastava. Towards Modeling Human Motor Learning Dynamics in High-Dimensional Spaces. In American Control Conference, Atlanta, GA, pages 683-688, June 2022. Keyword(s): Human-Robot Collaboration.


  7. A. Satapathi, N. K. Dhar, A. R. Hota, and V. Srivastava. Epidemic Propagation under Evolutionary Behavioral Dynamics: Stability and Bifurcation Analysis. In American Control Conference, Atlanta, GA, pages 3662-3667, June 2022. Keyword(s): Decision Making, Collective Behavior.


  8. V. Abhishek, V. Srivastava, and R. Mukherjee. Towards a heterogeneous cable-connected team of UAVs for aerial manipulation. In American Control Conference, New Orleans, LA, pages 53-58, May 2021. Keyword(s): Aerial Robotics.


  9. C. J. Boss, V. Abhishek, and V. Srivastava. Towards multi-body multi-rotors for long reach manipulation. In American Control Conference, New Orleans, LA, pages 111-116, May 2021. Keyword(s): Aerial Robotics.


  10. P. R. Fairchild, V. Srivastava, and X. Tan. Efficient Path Planning of Soft Robotic Arms in the Presence of Obstacles. In Modeling, Estimation and Control Conference, Austin, TX, pages 586-591, October 2021. Keyword(s): Motion Planning.


  11. P. Gupta and V. Srivastava. On Robust and Adaptive Fidelity Selection for Human-in-the-loop Queues. In European Control Conference, Rotterdam, NL, pages 872-877, July 2021. Keyword(s): Decision Making, Human Supervisory Control.


  12. A. McDonald, L. Wei, and V. Srivastava. Online Estimation and Coverage Control with Heterogeneous Sensing Information. In IEEE Conference on Control Technology and Applications, San Diego, CA, pages 144-149, August 2021. Keyword(s): Network Systems, Decision Making, Search and Surveillance.


  13. L. Wei, A. McDonald, and V. Srivastava. Multi-Robot Gaussian Process Estimation and Coverage: A Deterministic Sequencing Algorithm and Regret Analysis. In International Conference on Robotics and Automation, Xi'an China, pages 9080-9085, May 2021. Keyword(s): Network Systems, Decision Making, Search and Surveillance.


  14. V. Abhishek and V. Srivastava. SIR Epidemic Model under Mobility on Multi-layer Networks. In 3rd IFAC Workshop on Cyber-Physical & Human Systems, volume 53, Beijing, China, pages 803-806, 2020. Keyword(s): Network Systems, Decision Making, Collective Behavior.


  15. V. Abhishek and V. Srivastava. SIS Epidemic Model under Mobility on Multi-layer Networks. In American Control Conference, Denver, CO, pages 3743-3748, July 2020. Keyword(s): Network Systems, Decision Making, Collective Behavior.


  16. Y. Al-Nadawi, H. Al-Qassab, D. Kent, S. Pang, V. Srivastava, and H. Radha. Design of Robust Path-Following Control System for Self-driving Vehicles Using Extended High-Gain Observer. In American Control Conference, Denver, CO, pages 1435-1440, July 2020. Keyword(s): Self-driving Cars.


  17. C. J. Boss, V. Srivastava, and H. K. Khalil. Robust tracking of an unknown trajectory with a multi-rotor UAV: A high-gain observer approach. In American Control Conference, Denver, CO, pages 1429-1434, July 2020. Keyword(s): Aerial Robotics.


  18. L. Wei, X. Tan, and V. Srivastava. Expedited Multi-Target Search with Guaranteed Performance via Multi-fidelity Gaussian Processes. In IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, NV (Virtual), pages 7095-7100, October 2020. Keyword(s): Decision Making, Search and Surveillance, Multiarmed Bandits.


  19. Z. Aminzare, P. Holmes, and V. Srivastava. On Phase Reduction and Time Period of Noisy Oscillators. In IEEE Conf. on Decision and Control, Nice, France, pages 4717-4722, December 2019.


  20. Y. Bagla and V. Srivastava. On Receding Horizon Chance Constraint Motion Planning For Uncertain Multi-agent Systems. In ASME Dynamic Systems and Control Conference, Park City, UT, pages V003T19A012, October 2019. Keyword(s): Motion Planning.


  21. K. R. Ghusinga, V. Srivastava, and A. Singh. Driving an Ornstein--Uhlenbeck Process to Desired First-Passage Time Statistics. In European Control Conference, Naples, Italy, pages 869-874, June 2019.


  22. P. Gupta, S. D. Bopardikar, and V. Srivastava. Achieving Efficient Collaboration in Decentralized Heterogeneous Teams using Common-Pool Resource Games. In IEEE Conf. on Decision and Control, Nice, France, pages 6924-6929, December 2019. Keyword(s): Human Supervisory Control, Decision Making.


  23. P. Gupta and V. Srivastava. Optimal Fidelity Selection for Human-in-the-loop Queues using Semi-Markov Decision Processes. In American Control Conference, Philadelphia, PA, pages 5266-5271, July 2019. Keyword(s): Decision Making, Human Supervisory Control.


  24. P. Landgren, V. Srivastava, and N. E. Leonard. Social Imitation in Cooperative Multiarmed Bandits: Partition-based Algorithms with Strictly Local Information. In IEEE Conf. on Decision and Control, Miami Beach, FL, pages 5239-5244, December 2018. Keyword(s): Decision Making, Multiarmed Bandits, Network Systems.


  25. P. Reverdy and V. Srivastava. Multi­armed bandits for human-­machine decision making. In IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Alberta, Canada, pages 6986-6990, April 2018. Keyword(s): Decision Making, Multiarmed Bandits, Human Supervisory Control.


  26. L. Wei and V. Srivastava. On Abruptly-Changing and Slowly-Varying Multiarmed Bandit Problems. In American Control Conference, Milwaukee, WI, pages 6291-6296, June 2018. Keyword(s): Decision Making, Multiarmed Bandits.


  27. L. Wei and V. Srivastava. On Distributed Multi-player Multiarmed Bandit Problems in Abruptly Changing Environment. In IEEE Conf. on Decision and Control, Miami Beach, FL, pages 5783-5788, December 2018. Keyword(s): Decision Making, Multiarmed Bandits.


  28. S. H. Cen, V. Srivastava, and N. E. Leonard. On robustness and leadership in Markov switching consensus networks. In IEEE Conf. on Decision and Control, Melbourne, Australia, pages 1701-1706, December 2017. Keyword(s): Decision Making, Network Systems.


  29. R. Gray, A. Franci, V. Srivastava, and N. E. Leonard. An Agent-based Framework for Bio-inspired Value-Sensitive Decision-Making. In IFAC World Congress, Toulouse, France, pages 8568-8573, July 2017. Keyword(s): Decision Making, Network Systems, Collective Behavior .


  30. A. J. Savas, V. Srivastava, and N. E. Leonard. On Distributed Linear Filtering with Noisy Communication. In American Control Conference, Seattle, WA, pages 2699-2704, May 2017. Keyword(s): Decision Making, Network Systems.


  31. V. Srivastava and N. E. Leonard. Bio-inspired Decision-Making and Control: From Honeybees and Neurons to Network Design. In American Control Conference, Seattle, WA, pages 2026-2039, May 2017. Keyword(s): Decision Making, Cognitive Modeling, Collective Behavior, Network Systems,.


  32. Y. D. Zhong, V. Srivastava, and N. E. Leonard. On the Linear Threshold Model for Diffusion of Innovations in Multiplex Social Networks. In IEEE Conf. on Decision and Control, Melbourne, Australia, pages 2593-2598, December 2017. Keyword(s): Decision Making, Network Systems, Collective Behavior.


  33. P. Landgren, V. Srivastava, and N. E. Leonard. Distributed Cooperative Decision-Making in Multiarmed Bandits: Frequentist and Bayesian Algorithms. In IEEE Conf. on Decision and Control, Las Vegas, NV, pages 167-172, December 2016. Keyword(s): Decision Making, Multiarmed Bandits, Network Systems.


  34. P. Landgren, V. Srivastava, and N. E. Leonard. On Distributed Cooperative Decision-Making in Multiarmed Bandits. In European Control Conference, Aalborg, Denmark, pages 243 - 248, June 2016. Keyword(s): Decision Making, Multiarmed Bandits, Network Systems.


  35. M. Shvartsman, V. Srivastava, N. Sundaram, and J. D. Cohen. Using Behavior to Decode Allocation of Attention in Context Dependent Decision Making. In J. Reitter and F. E. Ritter, editors, Proceedings of the 14th International Conference on Cognitive Modeling, ICCM, University Park, PA, pages 65-71, 2016. Penn State. Keyword(s): Decision Making, Cognitive Modeling.


  36. M. Shvartsman, V. Srivastava, and J. D. Cohen. A Theory of Decision Making Under Dynamic Context. In C. Cortes, N.D. Lawrence, D.D. Lee, M. Sugiyama, and R. Garnett, editors, Advances in Neural Information Processing Systems 28, Montréal, Canada, pages 2476-2484, December 2015. Keyword(s): Decision Making, Cognitive Modeling.


  37. V. Srivastava and N. E. Leonard. On First Passage Time Problems in Collective Decision Making with Heterogeneous Agents. In American Control Conference, Chicago, IL, pages 2113-2118, June 2015. Keyword(s): Decision Making, Cognitive Modeling, Collective Behavior.


  38. H. Emadi, V. Srivastava, U. Vaidya, and S. Bhattacharya. Further results on a class of nonlinear protocols in networked systems. In Australian Control Conference, Canberra, Australia, pages 193-198, November 2014.


  39. P. Reverdy, V. Srivastava, and N. E. Leonard. Algorithmic Models of Human Decision Making in Gaussian Multi-armed Bandit Problems. In European Control Conference, Strasbourg, France, pages 2210-2215, June 2014. Keyword(s): Decision Making, Cognitive Modeling, Human Supervisory Control, Multiarmed Bandits.


  40. V. Srivastava, P. Reverdy, and N. E. Leonard. Surveillance in an Abruptly Changing World via Multiarmed Bandits. In IEEE Conf. on Decision and Control, Los Angeles, CA, pages 692-697, December 2014. Keyword(s): Search and Surveillance, Multiarmed Bandits.


  41. V. Srivastava and N. E. Leonard. On the Speed-Accuracy Trade-off in Collective Decision Making. In IEEE Conf. on Decision and Control, Florence, Italy, pages 1880-1885, December 2013. Keyword(s): Decision Making, Cognitive Modeling, Collective Behavior.


  42. V. Srivastava, P. Reverdy, and N. E. Leonard. Optimal Foraging and Multi-armed Bandits. In Allerton Conf. on Communications, Control and Computing, Monticello, IL, USA, pages 494-499, October 2013. Keyword(s): Decision Making, Cognitive Modeling, Multiarmed Bandits.


  43. V. Srivastava, A. Surana, and F. Bullo. Adaptive Attention Allocation in Human-Robot Systems. In American Control Conference, Montréal, Canada, pages 2767-2774, June 2012. Keyword(s): Human Supervisory Control.


  44. L. Carlone, V. Srivastava, F. Bullo, and G. C. Calafiore. A Distributed Algorithm for Random Convex Programming. In Int. Conf. on Network Games, Control and Optimization (NetGCooP), Paris, France, pages 1-7, October 2011. Keyword(s): Network Systems, Decision Making.


  45. V. Srivastava and F. Bullo. Hybrid Combinatorial Optimization: Sample Problems and Algorithms. In IEEE Conf. on Decision and Control and European Control Conference, Orlando, FL, USA, pages 7212-7217, December 2011. Keyword(s): Human Supervisory Control, Decision Making.


  46. V. Srivastava and F. Bullo. Stochastic Surveillance Strategies for Spatial Quickest Detection. In IEEE Conf. on Decision and Control and European Control Conference, Orlando, FL, USA, pages 83-88, December 2011. Keyword(s): Search and Surveillance, Decision Making.


  47. V. Srivastava, R. Carli, C. Langbort, and F. Bullo. Task Release Control for Decision Making Queues. In American Control Conference, San Francisco, CA, USA, pages 1855-1860, June 2011. Keyword(s): Human Supervisory Control.


  48. V. Srivastava, K. Plarre, and F. Bullo. Adaptive Sensor Selection in Sequential Hypothesis Testing. In IEEE Conf. on Decision and Control and European Control Conference, Orlando, FL, USA, pages 6284-6289, December 2011. Keyword(s): Decision Making.


  49. V. Srivastava, J. Moehlis, and F. Bullo. On Bifurcations in Nonlinear Consensus Networks. In American Control Conference, Baltimore, MD, USA, pages 1647-1652, June 2010.


Internal reports
  1. Z. Aminzare and V. Srivastava. Phase Reduction and Synchronization of Coupled Noisy Oscillators. Technical report, 2021. Keyword(s): Network Systems.


  2. V. Abhishek and V. Srivastava. On Epidemic Spreading under Mobility on Networks. Technical report, 2019. Keyword(s): Network Systems, Decision Making, Collective Behavior.


  3. A. Franci, V. Srivastava, and N. E. Leonard. A Realization Theory for Bio-Inspired Collective Decision Making. Technical report, March 2015. Keyword(s): Decision Making, Network Systems, Collective Behavior.


  4. V. Srivastava, P. Reverdy, and N. E. Leonard. Correlated Multiarmed Bandit Problems: Bayesian Algorithms and Regret Analysis. Technical report, July 2015. Keyword(s): Decision Making, Multiarmed Bandits.


  5. V. Srivastava, A. Surana, M. P. Eckstein, and F. Bullo. Mixed Human-Robot Team Surveillance. Technical report, November 2013. Keyword(s): Decision Making, Cognitive Modeling, Human Supervisory Control.


Miscellaneous
  1. P. Landgren, V. Srivastava, and N. E. Leonard. Cooperative Decision-Making in Multiarmed Bandits. Multidisciplinary Conf. on Reinforcement Learning and Decision Making, June 2017. Keyword(s): Decision Making, Multiarmed Bandits, Network Systems.


  2. M. Shvartsman, V. Srivastava, and J. D. Cohen. Exploring Fixed-Threshold and Optimal Policies in Multi-alternative Decision Making. Multidisciplinary Conf. on Reinforcement Learning and Decision Making, June 2017. Keyword(s): Decision Making, Cognitive Modeling.


  3. V. Srivastava, S. Feng, and A. Shenhav. Performance metrics for time-varying drift and other diffusion based models for decision making. Multidisciplinary Conf. on Reinforcement Learning and Decision Making, June 2015. Keyword(s): Decision Making, Cognitive Modeling.


  4. P. Reverdy, V. Srivastava, and N. E. Leonard. Modeling Human Decision-making in Multi-armed Bandits. Multidisciplinary Conf. on Reinforcement Learning and Decision Making, October 2013. Keyword(s): Decision Making, Cognitive Modeling, Multiarmed Bandits.



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Last modified: Fri Apr 5 13:52:01 2024
Author: vaibhav.