← Search

Pablo Jiménez

2 accepted papers

2021

Human-Robot Collaborative Multi-Agent Path Planning using Monte Carlo Tree Search and Social Reward Sources

ICRA 2021poster

The collaboration between humans and robots in an object search task requires the achievement of shared plans obtained from communicating and negotiating. In this work, we assume that the robot computes, as a first step, a multi-agent plan for both itself and the human. Then, both plans are submitte…

Cited by 21SourceScholar
2021

On Riemannian Stochastic Approximation Schemes with Fixed Step-Size

AISTATS 2021poster

This paper studies fixed step-size stochastic approximation (SA) schemes, including stochastic gradient schemes, in a Riemannian framework. It is motivated by several applications, where geodesics can be computed explicitly, and their use accelerates crude Euclidean methods. A fixed step-size scheme…

Cited by 17SourcePDFScholar