Cover Image

Collaborative Value Function Estimation Under Model Mismatch: A Federated Temporal Difference Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Beikmohammadi, Ali, Khirirat, Sarit, Richtárik, Peter, Magnússon, Sindri
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Parallel Momentum Methods Under Biased Gradient Estimations
by: Beikmohammadi, Ali, et al.
Published: (2024)

Compressed Federated Reinforcement Learning with a Generative Model
by: Beikmohammadi, Ali, et al.
Published: (2024)

On the Convergence of Federated Learning Algorithms without Data Similarity
by: Beikmohammadi, Ali, et al.
Published: (2024)

Human-Inspired Framework to Accelerate Reinforcement Learning
by: Beikmohammadi, Ali, et al.
Published: (2023)

Smoothed Normalization for Efficient Distributed Private Optimization
by: Shulgin, Egor, et al.
Published: (2025)

A Cost-Sensitive Transformer Model for Prognostics Under Highly Imbalanced Industrial Data
by: Beikmohammadi, Ali, et al.
Published: (2024)

First Provable Guarantees for Practical Private FL: Beyond Restrictive Assumptions
by: Shulgin, Egor, et al.
Published: (2025)

Better LMO-based Momentum Methods with Second-Order Information
by: Khirirat, Sarit, et al.
Published: (2025)

PriPG-RL: Privileged Planner-Guided Reinforcement Learning for Partially Observable Systems with Anytime-Feasible MPC
by: Amiri, Mohsen, et al.
Published: (2026)

Error Feedback under $(L_0,L_1)$-Smoothness: Normalization and Momentum
by: Khirirat, Sarit, et al.
Published: (2024)

Reinforcement Learning in Switching Non-Stationary Markov Decision Processes: Algorithms and Convergence Analysis
by: Amiri, Mohsen, et al.
Published: (2025)

Improved Convergence in Parameter-Agnostic Error Feedback through Momentum
by: Sadiev, Abdurakhmon, et al.
Published: (2025)

Challenger-Based Combinatorial Bandits for Subcarrier Selection in OFDM Systems
by: Amiri, Mohsen, et al.
Published: (2025)

Asynchronous Distributed Optimization with Delay-free Parameters
by: Wu, Xuyang, et al.
Published: (2023)

MARBLE: Multi-Armed Restless Bandits in Latent Markovian Environment
by: Amiri, Mohsen, et al.
Published: (2025)

Adaptive Budgeted Multi-Armed Bandits for IoT with Dynamic Resource Constraints
by: Vaishnav, Shubham, et al.
Published: (2025)

Dynamic and Distributed Routing in IoT Networks based on Multi-Objective Q-Learning
by: Vaishnav, Shubham, et al.
Published: (2025)

SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance
by: Kharazian, Zahra, et al.
Published: (2024)

MARINA-P: Superior Performance in Non-smooth Federated Optimization with Adaptive Stepsizes
by: Sokolov, Igor, et al.
Published: (2024)

Communication-Efficient Gluon in Federated Learning
by: Qian, Xun, et al.
Published: (2026)

Convergence Analysis of the PAGE Stochastic Algorithm for Weakly Convex Finite-Sum Optimization
by: Condat, Laurent, et al.
Published: (2025)

Constrained Reinforcement Learning Under Model Mismatch
by: Sun, Zhongchang, et al.
Published: (2024)

Symmetric Pruning of Large Language Models
by: Yi, Kai, et al.
Published: (2025)

Automatic Fused Multimodal Deep Learning for Plant Identification
by: Lapkovskis, Alfreds, et al.
Published: (2024)

FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity
by: Yi, Kai, et al.
Published: (2024)

An Analysis of Action-Value Temporal-Difference Methods That Learn State Values
by: Daley, Brett, et al.
Published: (2025)

Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning
by: Yi, Kai, et al.
Published: (2024)

A Data Mining-Based Dynamical Anomaly Detection Method for Integrating with an Advance Metering System
by: Maitra, Sarit
Published: (2024)

Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity
by: Gruntkowska, Kaja, et al.
Published: (2024)

Non-Euclidean Broximal Point Method: A Blueprint for Geometry-Aware Optimization
by: Gruntkowska, Kaja, et al.
Published: (2025)

Improving RCT-Based CATE Estimation Under Covariate Mismatch via Calibrated Alignment
by: Asiaee, Amir, et al.
Published: (2026)

Understanding Uncertainty-based Active Learning Under Model Mismatch
by: Rahmati, Amir Hossein, et al.
Published: (2024)

A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting
by: Tyurin, Alexander, et al.
Published: (2022)

Sparse-ProxSkip: Accelerated Sparse-to-Sparse Training in Federated Learning
by: Meinhardt, Georg, et al.
Published: (2024)

Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems
by: Lapkovskis, Alfreds, et al.
Published: (2025)

Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity
by: Tyurin, Alexander, et al.
Published: (2024)

Reward Models Are Secretly Value Functions: Temporally Coherent Reward Modeling
by: Nikulkov, Alex
Published: (2026)

Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity
by: Wang, Han, et al.
Published: (2023)

On the Convergence of DP-SGD with Adaptive Clipping
by: Shulgin, Egor, et al.
Published: (2024)

Thanos: A Block-wise Pruning Algorithm for Efficient Large Language Model Compression
by: Ilin, Ivan, et al.
Published: (2025)