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Costas Spanos

Safe Continual Domain Adaptation after Sim2Real Transfer of Reinforcement Learning Policies in Robotics

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Mar 13, 2025
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Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning

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Feb 27, 2025
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Reward-Safety Balance in Offline Safe RL via Diffusion Regularization

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Feb 18, 2025
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Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation

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May 31, 2024
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Active Reinforcement Learning for Robust Building Control

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Dec 16, 2023
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Adapting Surprise Minimizing Reinforcement Learning Techniques for Transactive Control

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Nov 11, 2021
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Offline-Online Reinforcement Learning for Energy Pricing in Office Demand Response: Lowering Energy and Data Costs

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Aug 14, 2021
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Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response

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May 17, 2021
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Towards Efficient Data Valuation Based on the Shapley Value

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Feb 27, 2019
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One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy

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Oct 23, 2018
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