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Giovanni Montana

Efficient Verified Machine Unlearning For Distillation

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Mar 28, 2025
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Evaluation-Time Policy Switching for Offline Reinforcement Learning

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Mar 15, 2025
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Dynamic Pricing in High-Speed Railways Using Multi-Agent Reinforcement Learning

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Jan 14, 2025
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Investigating Relational State Abstraction in Collaborative MARL

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Dec 19, 2024
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Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing

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Dec 16, 2024
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Learning on One Mode: Addressing Multi-Modality in Offline Reinforcement Learning

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Dec 04, 2024
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Mitigating Relative Over-Generalization in Multi-Agent Reinforcement Learning

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Nov 17, 2024
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An Investigation of Offline Reinforcement Learning in Factorisable Action Spaces

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Nov 17, 2024
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State-Constrained Offline Reinforcement Learning

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May 23, 2024
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REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes

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Jan 16, 2024
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