Saurabh Kumar

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Exploration Exploitation Tradeoff

Reinforcement Learning

Optimization Problems

Top Venues

Publications

Alex Lewandowski, Saurabh Kumar, Dale Schuurmans, András György, Marlos C. Machado
Learning Continually by Spectral Regularization. CoRR (2024)
Dilip Arumugam, Saurabh Kumar, Ramki Gummadi, Benjamin Van Roy
Satisficing Exploration for Deep Reinforcement Learning. CoRR (2024)
Ramki Gummadi, Saurabh Kumar, Junfeng Wen, Dale Schuurmans
A Parametric Class of Approximate Gradient Updates for Policy Optimization. CoRR (2022)
Ramki Gummadi, Saurabh Kumar, Junfeng Wen, Dale Schuurmans
A Parametric Class of Approximate Gradient Updates for Policy Optimization. ICML (2022)