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IIRC-CIFAR
The IIRC-CIFAR dataset is a benchmark for evaluating models in the Incremental Implicitly-Refined Classification (IIRC) setup. -
Lifelong Hyper-Policy Optimization with Multiple Importance Sampling
The authors propose a lifelong RL approach that learns a hyper-policy, whose input is time, that outputs the parameters of the policy to be queried at that time. -
SHARING LIFELONG REINFORCEMENT LEARNING KNOWLEDGE VIA MODULATING MASKS
The CT-graph and Minigrid environments are used to evaluate lifelong reinforcement learning approaches. -
Lifelong Teacher-Student Network Learning
A unique cognitive capability of humans consists in their ability to acquire new knowledge and skills from a sequence of experiences. Meanwhile, artificial intelligence systems... -
Lifelong Sequential Modeling with Personalized Memorization for User Response...
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction. -
SimpleQuestion dataset for Wikidata
The dataset used in this paper is a reinforcement learning dataset, specifically the SimpleQuestion dataset, which contains questions answerable using Wikidata as the knowledge...
