Ramki Gummadi
8 papers · 2018–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🗃️
Keyword Collector
(51)
Top co-authors
Research topics
Machine Learning
(7)
Reinforcement Learning
(6)
Methods
(6)
Optimization & Theory
(6)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Applications · Reinforcement Learning
(1)
Applications · Data Science & Analytics
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
reinforcement learning
(2)
temporal difference learning
(1)
cost-sensitive classification
(1)
policy gradient
(1)
function approximation
(1)
convergence analysis
(1)
sample complexity
(1)
policy learning
(1)
marginal likelihood
(1)
markov decision process
(1)
gradient descent
(1)
generalization error
(1)
machine learning
(1)
importance weighting
(1)
variational inference
(1)
bootstrapping
(1)
fitted value iteration
(1)
mixing time
(1)
contextual bandit
(1)
sample efficiency
(1)
Papers
Feasible Q-Learning for Average Reward Reinforcement Learning
AISTATS 2024
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation
ICML 2024
HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network
NSDI 2023
A Parametric Class of Approximate Gradient Updates for Policy Optimization
ICML 2022
Understanding and Leveraging Overparameterization in Recursive Value Estimation
ICLR 2022
Characterizing the Gap Between Actor-Critic and Policy Gradient
ICML 2021
Surrogate Objectives for Batch Policy Optimization in One-step Decision Making
NeurIPS 2019
Variational Rejection Sampling
AISTATS 2018