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Adrien Bolland

Costs Estimation in Unit Commitment Problems using Simulation-Based Inference

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Sep 05, 2024
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Reinforcement Learning for Efficient Design and Control Co-optimisation of Energy Systems

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Jun 28, 2024
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Behind the Myth of Exploration in Policy Gradients

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Jan 31, 2024
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Informed POMDP: Leveraging Additional Information in Model-Based RL

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Jun 24, 2023
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Policy Gradient Algorithms Implicitly Optimize by Continuation

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May 11, 2023
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Recurrent networks, hidden states and beliefs in partially observable environments

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Aug 06, 2022
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Distributional Reinforcement Learning with Unconstrained Monotonic Neural Networks

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Jun 06, 2021
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Learning optimal environments using projected stochastic gradient ascent

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Jun 02, 2020
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A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding

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Apr 13, 2020
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