Targeted Data Acquisition for Evolving Negotiation Agents

no code implementations • 14 Jun 2021 • Minae Kwon, Siddharth Karamcheti, Mariano-Florentino Cuellar, Dorsa Sadigh

This trend additionally holds when comparing agents using our targeted data acquisition framework to variants of agents trained with a mix of supervised learning and reinforcement learning, or to agents using tailored reward functions that explicitly optimize for utility and Pareto-optimality.

reinforcement-learning Reinforcement Learning (RL)