Sumedh Gupte

According to our database, Sumedh Gupte authored at least 3 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Risk-sensitive reinforcement learning using expectiles, shortfall risk and optimized certainty equivalent risk.

Sumedh Gupte, Shrey Rakeshkumar Patel, Soumen Pachal, Prashanth L. A., Sanjay P. Bhat

CoRR, February, 2026

2025

Learning to optimize convex risk measures: The cases of utility-based shortfall risk and optimized certainty equivalent risk.

Sumedh Gupte, Prashanth L. A., Sanjay P. Bhat

CoRR, June, 2025

2024

Optimization of Utility-based Shortfall Risk: A Non-asymptotic Viewpoint.

Sumedh Gupte, Prashanth L. A., Sanjay P. Bhat

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024