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02/04/2020
Neuro-evolutionary Frameworks for Generalized Learning Agents
The recent successes of deep learning and deep reinforcement learning ha...
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09/10/2019
Learning Transferable Domain Priors for Safe Exploration in Reinforcement Learning
Prior access to domain knowledge could significantly improve the perform...
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11/18/2018
Self-Organizing Maps for Storage and Transfer of Knowledge in Reinforcement Learning
The idea of reusing or transferring information from previously learned ...
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07/19/2018
Self-Organizing Maps as a Storage and Transfer Mechanism in Reinforcement Learning
The idea of reusing information from previously learned tasks (source ta...
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05/18/2018
A Self-Replication Basis for Designing Complex Agents
In this work, we describe a self-replication-based mechanism for designi...
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05/30/2017
Experience Replay Using Transition Sequences
Experience replay is one of the most commonly used approaches to improve...
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05/17/2017
