It Takes Two to Negotiate: Modeling Social Exchange in Online Multiplayer Games

1 code implementation • 15 Nov 2023 • Kokil Jaidka, Hansin Ahuja, Lynnette Ng

We annotated a dataset of over 10, 000 chat messages for different negotiation strategies and empirically examined their importance in predicting long- and short-term game outcomes.

Using Graph-Aware Reinforcement Learning to Identify Winning Strategies in Diplomacy Games (Student Abstract)

no code implementations • 31 Dec 2021 • Hansin Ahuja, Lynnette Hui Xian Ng, Kokil Jaidka

We developed a two-tier approach that first encodes sociolinguistic behavior as linguistic features then use reinforcement learning to estimate the advantage afforded to any player.

reinforcement-learning Reinforcement Learning (RL)