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05/29/2023
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
We present a scalable and effective exploration strategy based on Thomps...
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06/15/2021
Randomized Exploration for Reinforcement Learning with General Value Function Approximation
We propose a model-free reinforcement learning algorithm inspired by the...
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11/05/2019
Heuristics for Interpretable Knowledge Graph Contextualization
In this paper, we introduce the problem of knowledge graph contextualiza...
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02/13/2018