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05/26/2023
NASimEmu: Network Attack Simulator Emulator for Training Agents Generalizing to Novel Scenarios
Current frameworks for training offensive penetration testing agents wit...
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09/25/2020
Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks
We present a novel deep reinforcement learning framework for solving rel...
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11/20/2019
Deep Reinforcement Learning with Explicitly Represented Knowledge and Variable State and Action Spaces
We focus on a class of real-world domains, where gathering hierarchical ...
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09/05/2019
Classification with Costly Features as a Sequential Decision-Making Problem
This work focuses on a specific classification problem, where the inform...
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11/20/2017