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08/18/2022
Intelligent problem-solving as integrated hierarchical reinforcement learning
According to cognitive psychology and related disciplines, the developme...
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06/04/2022
Developing hierarchical anticipations via neural network-based event segmentation
Humans can make predictions on various time scales and hierarchical leve...
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02/23/2022
Inference of Affordances and Active Motor Control in Simulated Agents
Flexible, goal-directed behavior is a fundamental aspect of human life. ...
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10/29/2021
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains
A common approach to prediction and planning in partially observable dom...
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05/12/2021
Latent Event-Predictive Encodings through Counterfactual Regularization
A critical challenge for any intelligent system is to infer structure fr...
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12/18/2020
Hierarchical principles of embodied reinforcement learning: A review
Cognitive Psychology and related disciplines have identified several cri...
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02/26/2019