Andreas Krause : Safe Exploration In Reinforcement Learning

Andreas Krause: "Safe and Efficient Exploration in Reinforcement Learning"

Institute for Pure & Applied Mathematics (IPAM)

Andreas Krause (ETH Zuerich): "Safe Exploration in Reinforcement Learning"

MIT Institute for Data, Systems, and Society

Safe and Efficient Exploration in Reinforcement Learning by Andreas Krause

CS Research Week

RLSS 2023 - Model-based Reinforcement Learning - Andreas Krause (presented by Felix Berkenkamp)

Universitat Pompeu Fabra - Barcelona

Safe and Efficient Exploration in Reinforcement Learning

Fields Institute

Control Meets Learning Seminar by Andreas Krause (ETH) || June 2, 2021

Control Meets Learning

Safe Model-based Reinforcement Learning with Stability Guarantees (NIPS 2017 Spotlight)

LAS @ ETH Zurich

CoRL 2020 Tutorial 2 - Andreas Krause

Conference on Robot Learning

Fall 2020 LIDS Seminar — Andreas Krause (ETH Zürich)

MIT Laboratory for Information and Decision Systems (MIT LIDS)

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

Google TechTalks

RSS 2021, Spotlight Talk 11: Safe Reinforcement Learning via Statistical Model Predictive Shielding

Robotics Science and Systems

Machine Learning in the Optimization and Discovery Loop with Andreas Krause

Institute for Experiential AI

Research talk: Safe reinforcement learning using advantage-based intervention

Microsoft Research

[HSCC21] N. Hunt - Verifiably Safe Exploration for End-to-End Reinforcement Learning

CPS-IoT Week - HSCC

Safe Exploration for Reinforcement Learning Using Unsupervised Action Planning

RSS Workshop on Integrating Planning and Learning

Exploration in reinforcement learning - Chi Jin

Institute for Advanced Study

Safe Exploration in Finite Markov Decision Processes with Gaussian Processes (NIPS 2016 Spotlight)

LAS @ ETH Zurich

Lecture by Felix Berkenkamp (CS 159 Spring 2020)

Prof. Andreas Krause about Machine Learning

Felix Berkenkamp - Exploration and Safety in Model-Based Reinforcement Learning

UCSD Safe Autonomous Systems Lab