Tom Bewley

According to our database, Tom Bewley authored at least 11 papers between 2019 and 2024.

Collaborative distances:

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

2024

Counterfactual Metarules for Local and Global Recourse.

Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Conservative World Models.

Scott R. Jeen, Tom Bewley, Jonathan M. Cullen

CoRR, 2023

Learning Interpretable Models of Aircraft Handling Behaviour by Reinforcement Learning from Human Feedback.

Tom Bewley, Jonathan Lawry, Arthur Richards

CoRR, 2023

2022

Reward Learning with Trees: Methods and Evaluation.

Tom Bewley, Jonathan Lawry, Arthur Richards, Rachel Craddock, Ian Henderson

CoRR, 2022

Summarising and Comparing Agent Dynamics with Contrastive Spatiotemporal Abstraction.

Tom Bewley, Jonathan Lawry, Arthur Richards

CoRR, 2022

Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning.

Joseph Early, Tom Bewley, Christine Evers, Sarvapali D. Ramchurn

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Interpretable Preference-based Reinforcement Learning with Tree-Structured Reward Functions.

Tom Bewley, Freddy Lécué

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments.

Tom Bewley, Jonathan Lawry

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Am I Building a White Box Agent or Interpreting a Black Box Agent?

Tom Bewley

CoRR, 2020

Modelling Agent Policies with Interpretable Imitation Learning.

Tom Bewley, Jonathan Lawry, Arthur Richards

Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

2019

On The Combination of Gamification and Crowd Computation in Industrial Automation and Robotics Applications.

Tom Bewley, Minas V. Liarokapis

Proceedings of the International Conference on Robotics and Automation, 2019