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Chang Rajani

3 accepted papers

2025

Reinforcement Learning on Reconfigurable Hardware: Overcoming Material Variability in Laser Material Processing

ICRA 2025

Ensuring consistent processing quality is challenging in laser processes due to varying material properties and surface conditions. Although some approaches have shown promise in solving this problem via automation, they often rely on predetermined targets or are limited to simulated environments. T

Cited by 0SourceScholar
2023

Co-imitation: Learning Design and Behaviour by Imitation

AAAI 2023technical

The co-adaptation of robots has been a long-standing research endeavour with the goal of adapting both body and behaviour of a robot for a given task, inspired by the natural evolution of animals. Co-adaptation has the potential to eliminate costly manual hardware engineering as well as improve the…

Cited by 6SourcePDFScholar
2020

Sensor Placement for Spatial Gaussian Processes with Integral Observations

UAI 2020poster

Gaussian processes (GP) are a natural tool for estimating unknown functions, typically based on a collection of point-wise observations. Interestingly, the GP formalism can be used also with observations that are integrals of the unknown function along some known trajectories, which makes GPs a prom…

Cited by 13SourcePDFScholar