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EAGERx: Graph-Based Framework for Sim2real Robot Learning
Bas van der Heijden, Jelle Luijkx, Laura Ferranti +2
Sim2real, that is, the transfer of learned control policies from simulation to real world, is an area of growing interest in robotics due to its potential to efficiently handle com…
DART: A Compact Platform For Autonomous Driving Research
Lorenzo Lyons, Thijs Niesten, Laura Ferranti
This paper presents the design of a research platform for autonomous driving applications, the Delft's Autonomous-driving Robotic Testbed (DART). Our goal was to design a small-sca…
Online and Offline Learning of Player Objectives from Partial Observations in Dynamic Games
Lasse Peters, Vicenç Rubies-Royo, Claire J. Tomlin +4
Robots deployed to the real world must be able to interact with other agents in their environment. Dynamic game theory provides a powerful mathematical framework for modeling scena…