99 citations · 109 across the 6 of their papers we have counts for
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cs.LG2021
The Emergence of Abstract and Episodic Neurons in Episodic Meta-RL
Badr AlKhamissi, Muhammad ElNokrashy, Michael Spranger
In this work, we analyze the reinstatement mechanism introduced by Ritter et al. (2018) to reveal two classes of neurons that emerge in the agent's working memory (an epLSTM cell)…
cs.LG2019★ 8 cited
Injecting Prior Knowledge for Transfer Learning into Reinforcement Learning Algorithms using Logic Tensor Networks
Samy Badreddine, Michael Spranger
Human ability at solving complex tasks is helped by priors on object and event semantics of their environment. This paper investigates the use of similar prior knowledge for transf…