Media Summary: ICRA 2024 presentation Title: Integrating Predictive Motion Uncertainties with DS4DM Coffee Talk The Value of Randomized Strategies in Sarah Dean UC Berkeley February 21, 2020 Machine learning provides a promising path to distill information from high ...

Distributionally Robust Risk Aware Control - Detailed Analysis & Overview

ICRA 2024 presentation Title: Integrating Predictive Motion Uncertainties with DS4DM Coffee Talk The Value of Randomized Strategies in Sarah Dean UC Berkeley February 21, 2020 Machine learning provides a promising path to distill information from high ... A main challenge restricting the application of Distributionally Robust Multi-Agent Reinforcement Learningfor Intelligent Traffic Signal Control Learning Robust Policy for Multi UAV Collision Avoidance via Compact Causal Feature(AAMAS 2026)

March 10, 2023 Joel Burdick of Caltech Autonomous robots are increasing applied to tasks that involve complex maneuvers and ... Experimental video demonstrating the need to consider the observer error when designing safety critical controllers. This video ... In this video, Adriano Arrigo, PhD candidate at the PSMR group, UMons, will present you a novel A video presentation accompanying our IROS 2020 paper: "

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Distributionally Robust Risk-Aware Control for Safe Robot Navigation in Crowds
IROS2022 Talk: Risk-Aware Motion Planning for Collision-Tolerant Aerial Robots s.t. Uncertainty
The Value of Randomized Strategies in Distributionally Robust Risk-Averse Network Interdiction Prob.
Stanford Seminar - Safe and Robust Perception-Based Control
Robust SL in An Unknown Environment: An Uncertainty-Separated Control Barrier Function Approach
Talk 03: Anqi Liu
Learning Robust Policy for Multi-UAV Collision Avoidance via Compact Causal Feature
Distributionally Robust Multi-Agent Reinforcement Learningfor Intelligent Traffic Signal Control
Learning Robust Policy for Multi UAV Collision Avoidance via Compact Causal Feature(AAMAS 2026)
2024 GRASP Seminar: Guangyi Liu, Lehigh University
Robust Control Barrier-Value Functions for Safety-Critical Control
Stanford Seminar - Robots in Dynamic Tasks: Learning, Risk, and Safety
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Distributionally Robust Risk-Aware Control for Safe Robot Navigation in Crowds

Distributionally Robust Risk-Aware Control for Safe Robot Navigation in Crowds

ICRA 2024 presentation Title: Integrating Predictive Motion Uncertainties with

IROS2022 Talk: Risk-Aware Motion Planning for Collision-Tolerant Aerial Robots s.t. Uncertainty

IROS2022 Talk: Risk-Aware Motion Planning for Collision-Tolerant Aerial Robots s.t. Uncertainty

Talk for our paper on "

Sponsored
The Value of Randomized Strategies in Distributionally Robust Risk-Averse Network Interdiction Prob.

The Value of Randomized Strategies in Distributionally Robust Risk-Averse Network Interdiction Prob.

DS4DM Coffee Talk The Value of Randomized Strategies in

Stanford Seminar - Safe and Robust Perception-Based Control

Stanford Seminar - Safe and Robust Perception-Based Control

Sarah Dean UC Berkeley February 21, 2020 Machine learning provides a promising path to distill information from high ...

Robust SL in An Unknown Environment: An Uncertainty-Separated Control Barrier Function Approach

Robust SL in An Unknown Environment: An Uncertainty-Separated Control Barrier Function Approach

A main challenge restricting the application of

Sponsored
Talk 03: Anqi Liu

Talk 03: Anqi Liu

Title:

Learning Robust Policy for Multi-UAV Collision Avoidance via Compact Causal Feature

Learning Robust Policy for Multi-UAV Collision Avoidance via Compact Causal Feature

AAMAS2026.

Distributionally Robust Multi-Agent Reinforcement Learningfor Intelligent Traffic Signal Control

Distributionally Robust Multi-Agent Reinforcement Learningfor Intelligent Traffic Signal Control

Distributionally Robust Multi-Agent Reinforcement Learningfor Intelligent Traffic Signal Control

Learning Robust Policy for Multi UAV Collision Avoidance via Compact Causal Feature(AAMAS 2026)

Learning Robust Policy for Multi UAV Collision Avoidance via Compact Causal Feature(AAMAS 2026)

Learning Robust Policy for Multi UAV Collision Avoidance via Compact Causal Feature(AAMAS 2026)

2024 GRASP Seminar: Guangyi Liu, Lehigh University

2024 GRASP Seminar: Guangyi Liu, Lehigh University

Additionally, we employ

Robust Control Barrier-Value Functions for Safety-Critical Control

Robust Control Barrier-Value Functions for Safety-Critical Control

CDC 2021 presentation Title:

Stanford Seminar - Robots in Dynamic Tasks: Learning, Risk, and Safety

Stanford Seminar - Robots in Dynamic Tasks: Learning, Risk, and Safety

March 10, 2023 Joel Burdick of Caltech Autonomous robots are increasing applied to tasks that involve complex maneuvers and ...

Learning Robust Input Constrained Control Barrier Functions for Guaranteed Safety of Car-Like Robots

Learning Robust Input Constrained Control Barrier Functions for Guaranteed Safety of Car-Like Robots

Experimental validation.

Safe and Robust Interconnected Observer-Controllers

Safe and Robust Interconnected Observer-Controllers

Experimental video demonstrating the need to consider the observer error when designing safety critical controllers. This video ...

Distributionally Robust Power and Gas Dispatch with Multivariate and Correlated Uncertainty

Distributionally Robust Power and Gas Dispatch with Multivariate and Correlated Uncertainty

In this video, Adriano Arrigo, PhD candidate at the PSMR group, UMons, will present you a novel

Risk-Sensitive Optimal Control with Deep-Learned Motion Prediction for Safe Crowd-Robot Interaction

Risk-Sensitive Optimal Control with Deep-Learned Motion Prediction for Safe Crowd-Robot Interaction

A video presentation accompanying our IROS 2020 paper: "

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