conftrace_

neural network function approximation

6 papers

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Co-occurring keywords · papers mentioning both

finite-time analysis (2) deep reinforcement learning (2) shared autonomy (1) user assistance (1) semi-autonomous control (1) whittle index policy (1) offline policy learning (1) model-free learning (1) nonlinear function approximation (1) two-timescale stochastic approximation (1)

Papers

Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation NeurIPS 2023 A Generalized Projected Bellman Error for Off-policy Value Estimation in Reinforcement Learning JMLR 2022 Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization ICLR 2022 A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation ICML 2020 Zap Q-Learning With Nonlinear Function Approximation NeurIPS 2020 Shared Autonomy via Deep Reinforcement Learning RSS 2018