Louise Beyers

1. Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
   2024/06/13 by Claude Formanek, Formanek, Claude, Callum Rhys Tilbury +7 · 3 citations
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy #Systems Engineering Methodologies and Applications
2. Sable: a Performant, Efficient and Scalable Sequence Model for MARL
   2024/10/02 by Omayma Mahjoub, Sasha Abramowitz, Mahjoub, Omayma +19 · 1 voice · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #cs.AI #cs.LG #cs.MA
3. Coordination Failure in Cooperative Offline MARL
   2024/07/01 by Callum Rhys Tilbury, Claude Formanek, Tilbury, Callum Rhys +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Agent-Based Network Management #Multiagent Systems (cs.MA) #Petri Nets in System Modeling
4. Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning
   2024/09/18 by Claude Formanek, Formanek, Claude, Louise Beyers +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics