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cs.LG2026
Cognitively Constrained Partners for Zero-Shot Coordination in Real-Time Partitioned Control
Ash Simmons, George De Ath, Richard M. Everson
Effective human-machine teaming requires agents that coordinate with unpredictable human partners. Reinforcement learning from live human feedback or large behavioural datasets is…
cs.LG2026
Online Action-Stacking Improves Reinforcement Learning Performance for Air Traffic Control
Ben Carvell, George De Ath, Eseoghene Benjamin +1
We introduce online action-stacking, an inference-time wrapper for reinforcement learning policies that produces realistic air traffic control commands while allowing training on a…