conftrace_

gradient temporal difference

8 papers

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Also known as

GTD

Co-occurring keywords · papers mentioning both

off-policy learning (6) temporal difference learning (6) function approximation (3) policy evaluation (3) reinforcement learning (3) convergence rate (2) stochastic approximation (2) linear composition (1) linear convergence rate (1) expected sarsa (1)

Papers

Revisiting a Design Choice in Gradient Temporal Difference Learning ICLR 2025 A Unifying Framework of Off-Policy General Value Function Evaluation NeurIPS 2022 Faster Rates, Adaptive Algorithms, and Finite-Time Bounds for Linear Composition Optimization and Gradient TD Learning AISTATS 2022 Gradient Temporal Difference with Momentum: Stability and Convergence AAAI 2022 On Convergence of Gradient Expected Sarsa(λ) AAAI 2021 A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound AAAI 2020 Provably Efficient Neural GTD for Off-Policy Learning NeurIPS 2020 A Convergent $O(n)$ Temporal-difference Algorithm for Off-policy Learning with Linear Function Approximation NeurIPS 2008