conftrace_

two time-scale

6 papers

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Co-occurring keywords · papers mentioning both

non-asymptotic analysis (3) stochastic approximation (3) temporal difference learning (3) reinforcement learning (3) sample complexity (2) markovian sample (1) value-based reinforcement learning (1) non-concave optimization (1) target network (1) finite-time bound (1)

Papers

Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation NeurIPS 2021 Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms AISTATS 2021 A Finite-Time Analysis of Two Time-Scale Actor-Critic Methods NeurIPS 2020 A new convergent variant of Q-learning with linear function approximation NeurIPS 2020 Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning NeurIPS 2019 Two Time-scale Off-Policy TD Learning: Non-asymptotic Analysis over Markovian Samples NeurIPS 2019