Bewley, Tom

1. Zero-Shot Reinforcement Learning from Low Quality Data
   2023/09/26 by Scott Jeen, Tom Bewley, Jeen, Scott +3 · 9 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
2. TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments
   2020/09/10 by Bewley, Tom, Lawry, Jonathan · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
3. Counterfactual Metarules for Local and Global Recourse
   2024/05/29 by Tom Bewley, Bewley, Tom, Salim I. Amoukou +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mobile Agent-Based Network Management
4. Sequential Harmful Shift Detection Without Labels
   2024/12/17 by Salim I. Amoukou, Amoukou, Salim I., Tom Bewley +9 · 4 citations
   Computer Science · Engineering · #Advanced Control Systems Optimization #Advanced Database Systems and Queries #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Devstral: Fine-tuning Language Models for Coding Agent Applications
   2025/08/08 by Rastogi, Abhinav, Yang, Adam, Jiang, Albert Q. +100 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
6. Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning
   2022/05/30 by Joseph Early, Early, Joseph, Tom Bewley +5 · 1 citation
   Computer Science · #Time Series Analysis and Forecasting
7. Interpretable Preference-based Reinforcement Learning with Tree-Structured Reward Functions
   2021/12/20 by Tom Bewley, Bewley, Tom, Freddy Lécué +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
8. Voxtral
   2025/07/17 by Liu, Alexander H., Ehrenberg, Andy, Lo, Andy +103 · 5 citations
   #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
9. Interpreting Language Reward Models via Contrastive Explanations
   2024/11/25 by Junqi Jiang, Jiang, Junqi, Tom Bewley +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
10. To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
    2025/10/15 by Salim I. Amoukou, Hedström, Anna, Amoukou, Salim I. +6 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling