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task-agnostic learning

10 papers

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Co-occurring keywords · papers mentioning both

continual learning (3) offline reinforcement learning (2) catastrophic forgetting (2) bayesian novelty (1) expert module (1) multi-task reinforcement learning (1) episodic mdp (1) adaptive reachability (1) unsupervised data collection (1) point cloud sampling (1)

Papers

CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning AAAI 2024 LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling CVPR 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NeurIPS 2024 Fundamentals of Task-Agnostic Data Valuation AAAI 2023 Loss Decoupling for Task-Agnostic Continual Learning NeurIPS 2023 Learning To Prompt for Continual Learning CVPR 2022 VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty ICML 2022 Optimal Uniform OPE and Model-based Offline Reinforcement Learning in Time-Homogeneous, Reward-Free and Task-Agnostic Settings NeurIPS 2021 iTAML: An Incremental Task-Agnostic Meta-learning Approach CVPR 2020 Task Agnostic Meta-Learning for Few-Shot Learning CVPR 2019