conftrace_

contraction mapping

8 papers

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Co-occurring keywords

stochastic approximation (101) bilevel optimization (194) off-policy learning (228) hyperparameter optimization (406) fixed-point iteration (21) mean field game (17) mean field equilibrium (2) continuous reward (2) contraction analysis (2) branched rollout (2)

Papers

Epistemic Bellman Operators AAAI 2025

Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start JMLR 2023

A Contraction Approach to Model-based Reinforcement Learning AISTATS 2021

Convergence Properties of Stochastic Hypergradients AISTATS 2021

Mean Field Equilibrium in Multi-Armed Bandit Game with Continuous Reward IJCAI 2021

Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes NIPS 2020

Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift AAAI 2019

Fixed-Point Model For Structured Labeling ICML 2013