Carmel Fiscko

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Markov Decision Processes

Factored Markov Decision Processes

Top Venues

Publications

Carmel Fiscko, Soummya Kar, Bruno Sinopoli
Corrected: On Confident Policy Evaluation for Factored Markov Decision Processes with Node Dropouts. CoRR (2023)
Carmel Fiscko, Soummya Kar, Bruno Sinopoli
Model-Free Learning and Optimal Policy Design in Multi-Agent MDPs Under Probabilistic Agent Dropout. CoRR (2023)
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)
Aayushya Agarwal, Carmel Fiscko, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli
An Equivalent Circuit Workflow for Unconstrained Optimization. CoRR (2023)
Carmel Fiscko, Aayushya Agarwal, Yihan Ruan, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli
Towards Hyperparameter-Agnostic DNN Training via Dynamical System Insights. CoRR (2023)
Carmel Fiscko, Soummya Kar, Bruno Sinopoli
Identifying Impactful Agents Via Faux Adversarial Games. Allerton (2022)
Aayushya Agarwal, Carmel Fiscko, Soummya Kar, Larry T. Pileggi, Bruno Sinopoli
ECCO: Equivalent Circuit Controlled Optimization. CoRR (2022)
Carmel Fiscko, Soummya Kar, Bruno Sinopoli
Cluster-Based Control of Transition-Independent MDPs. CoRR (2022)
Carmel Fiscko, Soummya Kar, Bruno Sinopoli
On Confident Policy Evaluation for Factored Markov Decision Processes with Node Dropouts. CDC (2022)
Carmel Fiscko, Soummya Kar, Bruno Sinopoli
Efficient Solutions for Targeted Control of Multi-Agent MDPs. ACC (2021)
Carmel Fiscko, Soummya Kar, Bruno Sinopoli
Learning Transition Statistics in Networks of Interacting Agents. Allerton (2019)
Carmel Fiscko, Brian Swenson, Soummya Kar, Bruno Sinopoli
Control of Parametric Games. ECC (2019)