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2020 – today
- 2025
[j1]Carmel Fiscko
, Soummya Kar, Bruno Sinopoli:
Model-Free Learning and Optimal Policy Design in Multiagent MDPs Under Probabilistic Agent Dropout. IEEE Trans. Control. Netw. Syst. 12(1): 361-373 (2025)- 2023
- [c6]Carmel Fiscko, Soummya Kar, Bruno Sinopoli:
Maximizing Reachability in Factored MDPs via Near-Optimal Clustering with Applications to Control of Multi-Agent Systems. CDC 2023: 7970-7975 - [i6]Carmel Fiscko, Soummya Kar, Bruno Sinopoli:
Corrected: On Confident Policy Evaluation for Factored Markov Decision Processes with Node Dropouts. CoRR abs/2302.02297 (2023) - [i5]Carmel Fiscko, Soummya Kar, Bruno Sinopoli:
Model-Free Learning and Optimal Policy Design in Multi-Agent MDPs Under Probabilistic Agent Dropout. CoRR abs/2304.12458 (2023) - [i4]Aayushya Agarwal, Carmel Fiscko, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli:
An Equivalent Circuit Workflow for Unconstrained Optimization. CoRR abs/2305.14061 (2023) - [i3]Carmel Fiscko, Aayushya Agarwal, Yihan Ruan, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli:
Towards Hyperparameter-Agnostic DNN Training via Dynamical System Insights. CoRR abs/2310.13901 (2023) - 2022
- [c5]Carmel Fiscko, Soummya Kar, Bruno Sinopoli:
Identifying Impactful Agents Via Faux Adversarial Games. Allerton 2022: 1-7 - [c4]Carmel Fiscko, Soummya Kar, Bruno Sinopoli:
On Confident Policy Evaluation for Factored Markov Decision Processes with Node Dropouts. CDC 2022: 2857-2863 - [i2]Carmel Fiscko, Soummya Kar, Bruno Sinopoli:
Cluster-Based Control of Transition-Independent MDPs. CoRR abs/2207.05224 (2022) - [i1]Aayushya Agarwal, Carmel Fiscko, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli:
ECCO: Equivalent Circuit Controlled Optimization. CoRR abs/2211.08478 (2022) - 2021
- [c3]Carmel Fiscko, Soummya Kar, Bruno Sinopoli:
Efficient Solutions for Targeted Control of Multi-Agent MDPs. ACC 2021: 690-696
2010 – 2019
- 2019
- [c2]Carmel Fiscko, Soummya Kar, Bruno Sinopoli:
Learning Transition Statistics in Networks of Interacting Agents. Allerton 2019: 439-445 - [c1]Carmel Fiscko, Brian Swenson, Soummya Kar, Bruno Sinopoli:
Control of Parametric Games. ECC 2019: 1036-1042
Coauthor Index
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