Shyam Sundhar Ramesh

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Robust Optimization

Model Based Reinforcement Learning

Top Venues

Publications

Shyam Sundhar Ramesh, Yifan Hu, Iason Chaimalas, Viraj Mehta, Pier Giuseppe Sessa, Haitham Bou-Ammar, Ilija Bogunovic
Group Robust Preference Optimization in Reward-free RLHF. CoRR (2024)
Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Yifan Hu, Andreas Krause, Ilija Bogunovic
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces. AISTATS (2024)
Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Yifan Hu, Andreas Krause, Ilija Bogunovic
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces. CoRR (2023)
Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Andreas Krause, Ilija Bogunovic
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems. CoRR (2022)
Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Andreas Krause, Ilija Bogunovic
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems. NeurIPS (2022)