conftrace_

markovian sampling

3 papers

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Co-occurring keywords

temporal difference learning (149) td learning (3) convergence analysis (395) delayed update (3) linear speedup (16) federated reinforcement learning (5) adam optimization (2) convergence rate (607) finite-time analysis (31) communication efficiency (297)

Papers

Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling AISTATS 2024
Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling ICML 2022
Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling AAAI 2021