2 citations · 2 across the 3 of their papers we have counts for
4 papers
Towards Bio-inspired Heuristically Accelerated Reinforcement Learning for Adaptive Underwater Multi-Agents Behaviour
Antoine Vivien, Thomas Chaffre, Matthew Stephenson +4
This paper describes the problem of coordination of an autonomous Multi-Agent System which aims to solve the coverage planning problem in a complex environment. The considered appl…
Feature Expansion and enhanced Compression for Class Incremental Learning
Quentin Ferdinand, Gilles Le Chenadec, Benoit Clement +2
Class incremental learning consists in training discriminative models to classify an increasing number of classes over time. However, doing so using only the newly added class data…
Hybrid Navigation Acceptability and Safety
Benoit Clement, Marie Dubromel, Paulo E. Santos +3
Autonomous vessels have emerged as a prominent and accepted solution, particularly in the naval defence sector. However, achieving full autonomy for marine vessels demands the deve…
Sim-to-Real Transfer of Adaptive Control Parameters for AUV Stabilization under Current Disturbance
Thomas Chaffre, Jonathan Wheare, Andrew Lammas +4
Learning-based adaptive control methods hold the premise of enabling autonomous agents to reduce the effect of process variations with minimal human intervention. However, its appl…