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robust policy learning

6 papers

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Co-occurring keywords · papers mentioning both

robust policy (2) policy learning (2) sample complexity (2) deep reinforcement learning (2) biased reward (1) surrogate reward (1) noisy reward (1) wasserstein uncertainty (1) reward confusion matrix (1) unbiased surrogate reward (1)

Papers

A Convex Framework for Confounding Robust Inference JMLR 2026 ATK: Automatic Task-driven Keypoint Selection for Robust Policy Learning CoRL 2025 Improved Sample Complexity Bounds for Distributionally Robust Reinforcement Learning AISTATS 2023 Reinforcement Learning with Perturbed Rewards AAAI 2020 Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient AAAI 2019 Online Robust Policy Learning in the Presence of Unknown Adversaries NeurIPS 2018