Learning to Deceive in Multi-Agent Hidden Role Games

Matthew Aitchison, Lyndon Benke, Penny Sweetser

Deception is prevalent in human social settings. However, studies into the effect of deception on reinforcement learning algorithms have been limited to simplistic settings, restri…