Tom Eccles

Human-Agent Cooperation in Bridge Bidding

2020 · arXiv (Cornell University)

We introduce a human-compatible reinforcement-learning approach to a cooperative game, making use of a third-party hand-coded human-compatible bot to generate initial training data and to perform initial evaluation. Our learning approach consists of imitation learning, …

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. …