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large action space

4 papers

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Co-occurring keywords · papers mentioning both

action space (2) reinforcement learning (2) linear embeddability (1) counterfactual learning (1) individual treatment effect (1) nonlinear function approximation (1) bayesian bandit (1) optimistic exploration (1) off-policy learning (1) posterior sampling (1)

Papers

Bayesian Off-Policy Evaluation and Learning for Large Action Spaces AISTATS 2025 Non-Linear Reinforcement Learning in Large Action Spaces: Structural Conditions and Sample-efficiency of Posterior Sampling COLT 2022 Reinforcement Learning with Large Action Spaces for Neural Machine Translation COLING 2022 Regret Minimization for Causal Inference on Large Treatment Space AISTATS 2021