| 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 | 24 | 2021 |
| Reinforcement learning to solve np-hard problems: an application to the cvrp L Ardon arXiv preprint arXiv:2201.05393, 2022 | 14 | 2022 |
| Phantom - A RL-driven multi-agent framework to model complex systems L Ardon, J Vann, D Garg, T Spooner, S Ganesh Proceedings of the 2023 International Conference on Autonomous Agents and …, 2022 | 11 | 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 | 10 | 2023 |
| Towards a fairer digital marketing model L Ardon, D Morelli, F Villani, D Wheatley arXiv preprint arXiv:2201.05368, 2022 | 7 | 2022 |
| 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 | 6 | 2023 |
| TeamCollab: A framework for collaborative perception-cognition-communication-action J de Gortari Briseno, R Parać, L Ardon, MR Vilamala, D Furelos-Blanco, ... 2024 27th International Conference on Information Fusion (FUSION), 1-8, 2024 | 3 | 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, ... AAAI 2024 Workshop on AI in Finance for Social Impact, 2024 | 2 | 2024 |
| ADAGE: A generic two-layer framework for adaptive agent based modelling BP Evans, S Zeng, S Ganesh, L Ardon arXiv preprint arXiv:2501.09429, 2025 | | 2025 |
| : Learning Expressive and Transferable First-Order Logic Reward Machines L Ardon, D Furelos-Blanco, R Parać, A Russo AAMAS'25, 2024 | | 2024 |
| Generative AI Agents for Knowledge Work Augmentation in Finance S Ganesh, L Ardon, D Borrajo, D Garg, UM Sehwag, AL Narayanan, ... Annual Review of Control, Robotics, and Autonomous Systems 8, 2024 | | 2024 |
| Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products L Ardon, BP Evans, D Garg, AL Narayanan, M Henry-Nickie, S Ganesh Proceedings of the 5th ACM International Conference on AI in Finance, 761-769, 2024 | | 2024 |
| Learning Robust Reward Machines from Noisy Labels R Parac, L Nodari, L Ardon, D Furelos-Blanco, F Cerutti, A Russo International Conference on Principles of Knowledge Representation and …, 2024 | | 2024 |
| 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 |
| ADAGE-Diff: Two-level adaptive agent based modelling for differentiable policy design BP Evans, S Zeng, S Ganesh, L Ardon NeurIPS 2024 Workshop on Data-driven and Differentiable Simulations …, 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 |
Sumitra GaneshResearch Director, J.P.Morgan AI ResearchVerified email at jpmorgan.com
