Aligning to Social Norms and Values in Interactive Narratives. (arXiv:2205.01975v1 [cs.CL])

Web: http://arxiv.org/abs/2205.01975

We focus on creating agents that act in alignment with socially beneficial
norms and values in interactive narratives or text-based games -- environments
wherein an agent perceives and interacts with a world through natural language.
Such interactive agents are often trained via reinforcement learning to
optimize task performance, even when such rewards may lead to agent behaviors
that violate societal norms -- causing harm either to the agent itself or other
entities in the environment. Social value alignment refers to …

arxiv interactive social values