Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents.
Simon KeizerMarkus GuheHeriberto CuayáhuitlIoannis EfstathiouKlaus-Peter EngelbrechtMihai Sorin DobreAlex LascaridesOliver LemonPublished in: EACL (2) (2017)
Keyphrases
- reinforcement learning methods
- agent cooperation
- negotiation strategies
- negotiating agents
- bilateral negotiation
- multi agent systems
- multi agent
- automated negotiation
- software agents
- reinforcement learning
- argumentation based negotiation
- incomplete information
- cooperative
- trading agents
- negotiation protocol
- coalition formation
- dynamical systems
- multi issue
- single agent
- reinforcement learning algorithms
- negotiation process
- action space
- control strategies
- autonomous agents
- decision making
- control problems
- neural network
- seller agents
- learning agent
- dialogue system
- dynamic environments
- multiple agents
- negotiation mechanism
- decision problems
- model construction
- function approximation