Thomas Spooner

According to our database, Thomas Spooner authored at least 13 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Phantom - A RL-driven Multi-Agent Framework to Model Complex Systems.

Leo Ardon, Jared Vann, Deepeka Garg, Thomas Spooner, Sumitra Ganesh

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations.

Nelson Vadori, Leo Ardon, Sumitra Ganesh, Thomas Spooner, Selim Amrouni, Jared Vann, Mengda Xu, Zeyu Zheng, Tucker Balch, Manuela Veloso

CoRR, 2022

Reductive MDPs: A Perspective Beyond Temporal Horizons.

Thomas Spooner, Rui Silva, Joshua Lockhart, Jason Long, Vacslav Glukhov

CoRR, 2022

Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures.

Nelson Vadori, Rahul Savani, Thomas Spooner, Sumitra Ganesh

Proceedings of the International Conference on Machine Learning, 2022

2021

Algorithmic trading and reinforcement learning: robust methodologies for AI in finance.

Thomas Spooner

PhD thesis, 2021

Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification.

Neema Kotonya, Thomas Spooner, Daniele Magazzeni, Francesca Toni

CoRR, 2021

Counterfactual Explanations for Arbitrary Regression Models.

Thomas Spooner, Danial Dervovic, Jason Long, Jon Shepard, Jiahao Chen, Daniele Magazzeni

CoRR, 2021

Causal Policy Gradients.

Thomas Spooner, Nelson Vadori, Sumitra Ganesh

CoRR, 2021

Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs.

Thomas Spooner, Nelson Vadori, Sumitra Ganesh

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Towards a fully rl-based market simulator.

Leo Ardon, Nelson Vadori, Thomas Spooner, Mengda Xu, Jared Vann, Sumitra Ganesh

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

2020

A Natural Actor-Critic Algorithm with Downside Risk Constraints.

Thomas Spooner, Rahul Savani

CoRR, 2020

Robust Market Making via Adversarial Reinforcement Learning.

Thomas Spooner, Rahul Savani

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2018

Market Making via Reinforcement Learning.

Thomas Spooner, John Fearnley, Rahul Savani, Andreas Koukorinis

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018