Search Results for author: Maria Chli

Found 3 papers, 1 papers with code

Synthesizing Traffic Datasets using Graph Neural Networks

1 code implementation8 Dec 2023 Daniel Rodriguez-Criado, Maria Chli, Luis J. Manso, George Vogiatzis

This paper introduces a novel methodology for bridging this `sim-real' gap by creating photorealistic images from 2D traffic simulations and recorded junction footage.

Data Augmentation Generative Adversarial Network +2

Optimal Auction Design for the Gradual Procurement of Strategic Service Provider Agents

no code implementations25 Oct 2021 Farzaneh Farhadi, Maria Chli, Nicholas R. Jennings

The service consumer requires a procurement strategy that achieves the optimal balance between success probability and invocation cost.

Domain Adaptation for Reinforcement Learning on the Atari

no code implementations18 Dec 2018 Thomas Carr, Maria Chli, George Vogiatzis

Deep reinforcement learning agents have recently been successful across a variety of discrete and continuous control tasks; however, they can be slow to train and require a large number of interactions with the environment to learn a suitable policy.

Continuous Control Domain Adaptation +3

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