Towards a fully RL-based Market Simulator L Ardon, N Vadori, T Spooner, M Xu, J Vann, S Ganesh ICAIF 2021: ACM International Conference on AI in Finance, 2021 | 16 | 2021 |
Phantom--A RL-driven multi-agent framework to model complex systems L Ardon, J Vann, D Garg, T Spooner, S Ganesh arXiv preprint arXiv:2210.06012, 2022 | 6* | 2022 |
Towards a fairer digital marketing model L Ardon, D Morelli, F Villani, D Wheatley arXiv preprint arXiv:2201.05368, 2022 | 6 | 2022 |
Reinforcement learning to solve np-hard problems: an application to the cvrp L Ardon arXiv preprint arXiv:2201.05393, 2022 | 6 | 2022 |
Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations N Vadori, L Ardon, S Ganesh, T Spooner, S Amrouni, J Vann, M Xu, ... Mathematical Finance, 2023 | 4 | 2023 |
Learning Reward Machines in Cooperative Multi-Agent Tasks L Ardon, D Furelos-Blanco, A Russo Autonomous Agents and Multiagent Systems 14456 (Best and Visionary Papers …, 2023 | 1 | 2023 |
On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning G Canonaco, L Ardon, A Pozanco, D Borrajo arXiv preprint arXiv:2404.07826, 2024 | | 2024 |
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis D Garg, BP Evans, L Ardon, AL Narayanan, J Vann, U Madhushani, ... arXiv preprint arXiv:2402.17932, 2024 | | 2024 |
Inapplicable Actions Learning for Knowledge Transfer in Reinforcement Learning L Ardon, A Pozanco, D Borrajo, S Ganesh PRL Workshop Series - Bridging the Gap Between AI Planning and Reinforcement …, 2023 | | 2023 |