Generating Structured Plan Representation of Procedures with LLMs.
CoRR, April, 2025
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis.
CoRR, 2024
Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products.
Proceedings of the 5th ACM International Conference on AI in Finance, 2024
O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models.
CoRR, 2023
Phantom - A RL-driven Multi-Agent Framework to Model Complex Systems.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Phantom - An RL-driven framework for agent-based modeling of complex economic systems and markets.
CoRR, 2022
Fully-Autonomous, Vision-based Traffic Signal Control: From Simulation to Reality.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Traffic3D: A Rich 3D-Traffic Environment to Train Intelligent Agents.
Proceedings of the Computational Science - ICCS 2019, 2019
Traffic3D: A New Traffic Simulation Paradigm.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019