Ramki Gummadi

13 papers A* 5A 2Misc 1Journal 5
YearRankTypeTitle / Venue / Authors
2024 A conf
Feasible Q-Learning for Average Reward Reinforcement Learning.
AISTATS
Ying Jin, Ramki Gummadi, Zhengyuan Zhou, Jose H. Blanchet
2024 J jnl
Satisficing Exploration for Deep Reinforcement Learning.
CoRR
Dilip Arumugam, Saurabh Kumar, Ramki Gummadi, Benjamin Van Roy
2024 A* conf
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation.
ICML
Fengdi Che, Chenjun Xiao, Jincheng Mei, Bo Dai, Ramki Gummadi, Oscar A. Ramirez, Christopher K. Harris, A. Rupam Mahmood, Dale Schuurmans
2024 J jnl
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation.
CoRR
Fengdi Che, Chenjun Xiao, Jincheng Mei, Bo Dai, Ramki Gummadi, Oscar A. Ramirez, Christopher K. Harris, A. Rupam Mahmood, Dale Schuurmans
2023 Misc conf
HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network.
NSDI
Zhenyu Song, Kevin Chen, Nuikhil Sarda, Deniz Altinbüken, Eugene Brevdo, Jimmy Coleman, Xiao Ju, Pawel Jurczyk, Richard Schooler, Ramki Gummadi
2022 A* conf
A Parametric Class of Approximate Gradient Updates for Policy Optimization.
ICML
Ramki Gummadi, Saurabh Kumar, Junfeng Wen, Dale Schuurmans
2022 J jnl
A Parametric Class of Approximate Gradient Updates for Policy Optimization.
CoRR
Ramki Gummadi, Saurabh Kumar, Junfeng Wen, Dale Schuurmans
2022 A* conf
Understanding and Leveraging Overparameterization in Recursive Value Estimation.
ICLR
Chenjun Xiao, Bo Dai, Jincheng Mei, Oscar A. Ramirez, Ramki Gummadi, Chris Harris, Dale Schuurmans
2021 A* conf
Characterizing the Gap Between Actor-Critic and Policy Gradient.
ICML
Junfeng Wen, Saurabh Kumar, Ramki Gummadi, Dale Schuurmans
2021 J jnl
Characterizing the Gap Between Actor-Critic and Policy Gradient.
CoRR
Junfeng Wen, Saurabh Kumar, Ramki Gummadi, Dale Schuurmans
2019 A* conf
Surrogate Objectives for Batch Policy Optimization in One-step Decision Making.
NeurIPS
Minmin Chen, Ramki Gummadi, Chris Harris, Dale Schuurmans
2018 A conf
Variational Rejection Sampling.
AISTATS
Aditya Grover, Ramki Gummadi, Miguel Lázaro-Gredilla, Dale Schuurmans, Stefano Ermon
2018 J jnl
Variational Rejection Sampling.
CoRR
Aditya Grover, Ramki Gummadi, Miguel Lázaro-Gredilla, Dale Schuurmans, Stefano Ermon