Leo Ardon

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Reinforcement Learning

Top Venues

AAMAS Workshops

Publications

Giuseppe Canonaco, Leo Ardon, Alberto Pozanco, Daniel Borrajo
On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning. CoRR (2024)
Deepeka Garg, Benjamin Patrick Evans, Leo Ardon, Annapoorani Lakshmi Narayanan, Jared Vann, Udari Madhushani, Makada Henry-Nickie, Sumitra Ganesh
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis. CoRR (2024)
Leo Ardon, Daniel Furelos-Blanco, Alessandra Russo
Learning Reward Machines in Cooperative Multi-agent Tasks. AAMAS Workshops (2023)
Leo Ardon, Daniel Furelos-Blanco, Alessandra Russo
Learning Reward Machines in Cooperative Multi-Agent Tasks. CoRR (2023)
Leo Ardon, Jared Vann, Deepeka Garg, Thomas Spooner, Sumitra Ganesh
Phantom - A RL-driven Multi-Agent Framework to Model Complex Systems. AAMAS (2023)
Leo Ardon, Alberto Pozanco, Daniel Borrajo, Sumitra Ganesh
Inapplicable Actions Learning for Knowledge Transfer in Reinforcement Learning. CoRR (2022)
Leo Ardon, Dario Morelli, Francesco Villani, David Wheatley
Towards a Fairer Digital Marketing Model. CoRR (2022)
Leo Ardon, Jared Vann, Deepeka Garg, Tom Spooner, Sumitra Ganesh
Phantom - An RL-driven framework for agent-based modeling of complex economic systems and markets. CoRR (2022)
Leo Ardon
Reinforcement Learning to Solve NP-hard Problems: an Application to the CVRP. CoRR (2022)
Nelson Vadori, Leo Ardon, Sumitra Ganesh, Thomas Spooner, Selim Amrouni, Jared Vann, Mengda Xu, Zeyu Zheng, Tucker Balch, Manuela Veloso
Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations. CoRR (2022)
Leo Ardon, Nelson Vadori, Thomas Spooner, Mengda Xu, Jared Vann, Sumitra Ganesh
Towards a fully RL-based Market Simulator. CoRR (2021)
Leo Ardon, Nelson Vadori, Thomas Spooner, Mengda Xu, Jared Vann, Sumitra Ganesh
Towards a fully rl-based market simulator. ICAIF (2021)