Browse by Aston Author

2024

Rodriguez-Criado, Daniel, Chli, Maria, Manso, Luis J. and Vogiatzis, George (2024). Synthesizing Traffic Datasets using Graph Neural Networks. IN: Proceedings of IEEE 26th International Conference on Intelligent Transportation Systems ITSC. ESP: IEEE.

2023

Farhadi, Farzaneh, Chli, Maria and Jennings, Nicholas R. (2023). Optimal and Efficient Auctions for the Gradual Procurement of Strategic Service Provider Agents. Journal of Artificial Intelligence Research, 76 , pp. 959-1018.

2022

Garg, Deepeka, Chli, Maria and Vogiatzis, George (2022). Fully-Autonomous, Vision-based Traffic Signal Control: from Simulation to Reality. IN: Proceedings of the 21st International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2022). Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS . NZL: ACM.

2020

Garg, Deepeka, Chli, Maria and Vogiatzis, George (2020). Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed. IN: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020 . GRC: IEEE.

2019

Garg, Deepeka, Chli, Maria and Vogiatzis, George (2019). Traffic3d:A rich 3D-traffic environment to train intelligent agents. IN: Computational Science - ICCS 2019 - 19th International Conference, 2019, Proceedings. Rodrigues, João M.F.; Cardoso, Pedro J.S.; Monteiro, Jânio; Lam, Roberto; Krzhizhanovskaya, Valeria V.; Lees, Michael H.; Sloot, Peter M.A. and Dongarra, Jack J. (eds) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . PRT: Springer.

Carr, Thomas, Chli, Maria and Vogiatzis, George (2019). Domain adaptation for reinforcement learning on the Atari. IN: 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS . CAN: ACM.

Garg, Deepeka, Chli, Maria and Vogiatzis, George (2019). Traffic3D:A new traffic simulation paradigm. IN: 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS . CAN: ACM.

2015

Talla Kuate, Rodrigue, Chli, Maria and Wang, Hai H. (2015). An efficient knowledge transfer solution to a novel SMDP formalization of a broker's decision problem. IN: AAMAS'15 International Conference on Autonomous Agents and Multi Agent Solutions. TUR: ACM.

2013

Winsper, Michael and Chli, Maria (2013). Decentralized supply chain formation using max-sum loopy belief propagation. Computational Intelligence, 29 (2), pp. 281-309.

Talla Kuate, Rodrigue, He, Minghua, Chli, Maria and Wang, Hai (2013). An intelligent broker agent for energy trading:an MDP approach. IN: Proceedings of the twenty-third International Joint Conference on Artificial Intelligence. CHN: AAAI.

2012

Winsper, Michael and Chli, Maria (2012). Using the max-sum algorithm for supply chain formation in dynamic multi-unit environments. IN: Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems, 2012. ESP: UNSPECIFIED.

2010

Garlick, Michael and Chli, Maria (2010). Agent-based simulation of lock-in dynamics in a duopoly. IN: 9th International Joint Conference on Autonomous Agents and Multiagent Systems. 2010-05-10 - 2010-05-14.