conftrace_

emphatic temporal difference learning

2 papers

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Co-occurring keywords · papers mentioning both

two-timescale learning (1) gradient temporal-difference learning (1) off-policy actor-critic (1) convergence guarantee (1) off-policy reinforcement learning (1) value function approximation (1) sample complexity (1) convergence analysis (1) function approximation (1) off-policy evaluation (1)

Papers

PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method ICLR 2022 Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation ICML 2020