Tom Bewley
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Grand Slam
β
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(5)
Machine Learning
(4)
Learning Types Β· Machine Learning
(3)
Reinforcement Learning
(2)
Core Methods
(2)
Methods
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
reinforcement learning
(2)
offline reinforcement learning
(1)
autonomous agent
(1)
multiple instance learning
(1)
covariate shift
(1)
value function
(1)
trajectory analysis
(1)
label shift
(1)
abstention
(1)
preference modeling
(1)
language model
(1)
surrogate model
(1)
decision tree
(1)
reward model
(1)
interpretable machine learning
(1)
zero-shot reinforcement learning
(1)
successor feature
(1)
low quality data
(1)
interpretable model
(1)
reward modeling
(1)
Papers
Interpreting Language Reward Models via Contrastive Explanations
ICLR 2025
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
ICML 2025
Counterfactual Metarules for Local and Global Recourse
ICML 2024
Sequential Harmful Shift Detection Without Labels
NeurIPS 2024
Zero-Shot Reinforcement Learning from Low Quality Data
NeurIPS 2024
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning
NeurIPS 2022
TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments
AAAI 2021