Bayesian Optimization

Reinforcement Learning Series: Overview of Methods

On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning

Yanxun Xu： A Bayesian Reinforcement Learning Framework for Optimizing Sequential Combination A

Bayesian Optimization - Reinforcement Learning

Jeff Schneider - "Reinforcement Learning and Bayesian Optimization for Nuclear Fusion"

Virtual vs. Real: Trading Off Simulations and Physical Experiments in RL with Bayesian Optimization

CS885 Lecture 10: Bayesian RL

Automatic Hyperparameter Optimization @ ICRA 22 | Tools for Robotic RL 6/8

Bayesian Optimization and Machine Learning for Accelerating Experiments in the Physical Sciences

Novel First Order Bayesian Optimization with an Application to Reinforcement Learning

2. Bayesian Optimization

Transformer Network-based Optimal Decoupling Capacitor Design Method using Reinforcement Learning

N-step lookahead reinforcement learning based Bayesian optimization for limited experiment budget

Hyperparameter Optimization for Reinforcement Learning using Meta’s Ax | DigiKey

Robust Design Discovery and Exploration in Bayesian Optimization

Roberto Calandra - Bayesian optimization for robotics

[AUTOML24] Sample-Efficient Bayesian Optimization with Transfer Learning for Heterogeneous Spaces

Efficient Exploration in Bayesian Optimization – Optimism and Beyond by Andreas Krause

Tutorial on Bayesian optimization