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05/29/2023
Cross-Entropy Estimators for Sequential Experiment Design with Reinforcement Learning
Reinforcement learning can effectively learn amortised design policies f...
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02/02/2022
Optimizing Sequential Experimental Design with Deep Reinforcement Learning
Bayesian approaches developed to solve the optimal design of sequential ...
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06/17/2021
Learning from Demonstration without Demonstrations
State-of-the-art reinforcement learning (RL) algorithms suffer from high...
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01/20/2020
Reinforcement Learning with Probabilistically Complete Exploration
Balancing exploration and exploitation remains a key challenge in reinfo...
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11/20/2019