Ramki Gummadi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Function Approximation

Temporal Difference

Natural Actor Critic

Reinforcement Learning

Top Venues

Publications

Fengdi Che, Chenjun Xiao, Jincheng Mei, Bo Dai, Ramki Gummadi, Oscar A Ramirez, Christopher K. Harris, A. Rupam Mahmood, Dale Schuurmans
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation. CoRR (2024)
Ying Jin, Ramki Gummadi, Zhengyuan Zhou, Jose H. Blanchet
Feasible Q-Learning for Average Reward Reinforcement Learning. AISTATS (2024)
Dilip Arumugam, Saurabh Kumar, Ramki Gummadi, Benjamin Van Roy
Satisficing Exploration for Deep Reinforcement Learning. CoRR (2024)
Zhenyu Song, Kevin Chen, Nuikhil Sarda, Deniz Altinbüken, Eugene Brevdo, Jimmy Coleman, Xiao Ju, Pawel Jurczyk, Richard Schooler, Ramki Gummadi
HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network. NSDI (2023)
Ramki Gummadi, Saurabh Kumar, Junfeng Wen, Dale Schuurmans
A Parametric Class of Approximate Gradient Updates for Policy Optimization. CoRR (2022)
Chenjun Xiao, Bo Dai, Jincheng Mei, Oscar A Ramirez, Ramki Gummadi, Chris Harris, Dale Schuurmans
Understanding and Leveraging Overparameterization in Recursive Value Estimation. ICLR (2022)
Ramki Gummadi, Saurabh Kumar, Junfeng Wen, Dale Schuurmans
A Parametric Class of Approximate Gradient Updates for Policy Optimization. ICML (2022)
Junfeng Wen, Saurabh Kumar, Ramki Gummadi, Dale Schuurmans
Characterizing the Gap Between Actor-Critic and Policy Gradient. ICML (2021)
Junfeng Wen, Saurabh Kumar, Ramki Gummadi, Dale Schuurmans
Characterizing the Gap Between Actor-Critic and Policy Gradient. CoRR (2021)
Minmin Chen, Ramki Gummadi, Chris Harris, Dale Schuurmans
Surrogate Objectives for Batch Policy Optimization in One-step Decision Making. NeurIPS (2019)
Aditya Grover, Ramki Gummadi, Miguel Lázaro-Gredilla, Dale Schuurmans, Stefano Ermon
Variational Rejection Sampling. AISTATS (2018)
Aditya Grover, Ramki Gummadi, Miguel Lázaro-Gredilla, Dale Schuurmans, Stefano Ermon
Variational Rejection Sampling. CoRR (2018)