Prashanth L. A.

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Michael C. Fu 0001

> Home > Persons > Prashanth L. A.

Publications

2022
[j15]
- view
  authority control:
- export record
  dblp key:
  - journals/ftml/A022
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ftml/A022
Prashanth L. A., Michael C. Fu:
Risk-Sensitive Reinforcement Learning via Policy Gradient Search. Found. Trends Mach. Learn. 15(5): 537-693 (2022)
2020
[j11]
- view
  authority control:
- export record
  dblp key:
  - journals/tac/ABBFM20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tac/ABBFM20
Prashanth L. A., Shalabh Bhatnagar, Nirav Bhavsar, Michael C. Fu, Steven I. Marcus:
Random Directions Stochastic Approximation With Deterministic Perturbations. IEEE Trans. Autom. Control. 65(6): 2450-2465 (2020)
2018
[j9]
- view
  authority control:
- export record
  dblp key:
  - journals/tac/JieAFMS18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tac/JieAFMS18
Cheng Jie, Prashanth L. A., Michael C. Fu, Steven I. Marcus, Csaba Szepesvári:
Stochastic Optimization in a Cumulative Prospect Theory Framework. IEEE Trans. Autom. Control. 63(9): 2867-2882 (2018)
[i16]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/abs-1808-02871
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1808-02871
Prashanth L. A., Shalabh Bhatnagar, Nirav Bhavsar, Michael C. Fu, Steven I. Marcus:
Random directions stochastic approximation with deterministic perturbations. CoRR abs/1808.02871 (2018)
[i15]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/abs-1810-09126
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1810-09126
Prashanth L. A., Michael C. Fu:
Risk-Sensitive Reinforcement Learning: A Constrained Optimization Viewpoint. CoRR abs/1810.09126 (2018)
2017
[j8]
- view
  authority control:
- export record
  dblp key:
  - journals/tac/ABFM17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tac/ABFM17
Prashanth L. A., Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus:
Adaptive System Optimization Using Random Directions Stochastic Approximation. IEEE Trans. Autom. Control. 62(5): 2223-2238 (2017)
[c17]
- view
  - electronic edition via DOI (open access)
  - references & citations
  authority control:
- export record
  dblp key:
  - conf/aaai/GopalanAFM17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aaai/GopalanAFM17
Aditya Gopalan, Prashanth L. A., Michael C. Fu, Steven I. Marcus:
Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected. AAAI 2017: 1941-1947
2016
[c14]
- view
  - electronic edition @ mlr.press (open access)
  - no references & citations available
- export record
  dblp key:
  - conf/icml/AJFMS16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icml/AJFMS16
Prashanth L. A., Cheng Jie, Michael C. Fu, Steven I. Marcus, Csaba Szepesvári:
Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control. ICML 2016: 1406-1415
[i13]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/GopalanAFM16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/GopalanAFM16
Aditya Gopalan, Prashanth L. A., Michael C. Fu, Steven I. Marcus:
Weighted bandits or: How bandits learn distorted values that are not expected. CoRR abs/1611.10283 (2016)
2015
[i11]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/ACFM15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/ACFM15
Prashanth L. A., Cheng Jie, Michael C. Fu, Steven I. Marcus:
Cumulative Prospect Theory Meets Reinforcement Learning: Estimation and Control. CoRR abs/1506.02632 (2015)

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.