Tom Bewley

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Reward Function

Image Categorization

Reinforcement Learning

Top Venues

Publications

Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso
Counterfactual Metarules for Local and Global Recourse. CoRR (2024)
Tom Bewley, Jonathan Lawry, Arthur Richards
Learning Interpretable Models of Aircraft Handling Behaviour by Reinforcement Learning from Human Feedback. CoRR (2023)
Scott R. Jeen, Tom Bewley, Jonathan M. Cullen
Conservative World Models. CoRR (2023)
Tom Bewley, Jonathan Lawry, Arthur Richards, Rachel Craddock, Ian Henderson
Reward Learning with Trees: Methods and Evaluation. CoRR (2022)
Joseph Early, Tom Bewley, Christine Evers, Sarvapali D. Ramchurn
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning. NeurIPS (2022)
Joseph Early, Tom Bewley, Christine Evers, Sarvapali D. Ramchurn
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning. CoRR (2022)
Tom Bewley, Freddy Lécué
Interpretable Preference-based Reinforcement Learning with Tree-Structured Reward Functions. AAMAS (2022)
Tom Bewley, Jonathan Lawry, Arthur Richards
Summarising and Comparing Agent Dynamics with Contrastive Spatiotemporal Abstraction. CoRR (2022)
Tom Bewley, Jonathan Lawry
TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments. AAAI (2021)
Tom Bewley, Freddy Lécué
Interpretable Preference-based Reinforcement Learning with Tree-Structured Reward Functions. CoRR (2021)
Tom Bewley, Jonathan Lawry
TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments. CoRR (2020)
Tom Bewley, Jonathan Lawry, Arthur Richards
Modelling Agent Policies with Interpretable Imitation Learning. TAILOR (2020)
Tom Bewley, Jonathan Lawry, Arthur Richards
Modelling Agent Policies with Interpretable Imitation Learning. CoRR (2020)
Tom Bewley
Am I Building a White Box Agent or Interpreting a Black Box Agent? CoRR (2020)
Tom Bewley, Minas V. Liarokapis
On The Combination of Gamification and Crowd Computation in Industrial Automation and Robotics Applications. ICRA (2019)