conftrace_

federated reinforcement learning

11 papers

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Also known as

FEDRL FRL

Co-occurring keywords · papers mentioning both

multi-agent system (3) sample complexity (3) convergence analysis (3) linear convergence speedup (2) markov decision process (2) temporal difference learning (2) sample efficiency (2) neural network (1) behavioral metric (1) environment heterogeneity (1)

Papers

Approximated Behavioral Metric-based State Projection for Federated Reinforcement Learning IJCAI 2025 Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis ICLR 2025 Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents AISTATS 2025 On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations ICLR 2025 Single-Loop Federated Actor-Critic across Heterogeneous Environments AAAI 2025 Federated Q-Learning: Linear Regret Speedup with Low Communication Cost ICLR 2024 Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning ICLR 2024 Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments ICML 2024 Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling ICML 2022 Federated Reinforcement Learning with Environment Heterogeneity AISTATS 2022 Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee NeurIPS 2021