Kevin R. McKee

Negotiation and honesty in artificial intelligence methods for the board game of Diplomacy

2022 · Nature Communications

The success of human civilization is rooted in our ability to cooperate by communicating and making joint plans. We study how artificial agents may use communication to better cooperate in Diplomacy, a long-standing AI challenge. …

Reservoir Computing for Fast, Simplified Reinforcement Learning on Memory Tasks

2024 · arXiv (Cornell University)

Tasks in which rewards depend upon past information not available in the current observation set can only be solved by agents that are equipped with short-term memory. Usual choices for memory modules include trainable recurrent …