1 citations · 1 across the 3 of their papers we have counts for
3 papers
Improving Controller Generalization with Dimensionless Markov Decision Processes
Valentin Charvet, Sebastian Stein, Roderick Murray-Smith
Controllers trained with Reinforcement Learning tend to be very specialized and thus generalize poorly when their testing environment differs from their training one. We propose a…
Active Inference and Human--Computer Interaction
Roderick Murray-Smith, John H. Williamson, Sebastian Stein
Active Inference is a closed-loop computational theoretical basis for understanding behaviour, based on agents with internal probabilistic generative models that encode their belie…
Integrating LSTM and BERT for Long-Sequence Data Analysis in Intelligent Tutoring Systems
Zhaoxing Li, Jujie Yang, Jindi Wang +2
The field of Knowledge Tracing aims to understand how students learn and master knowledge over time by analyzing their historical behaviour data. To achieve this goal, many researc…