An Effective Negotiating Agent Framework based on Deep Offline Reinforcement Learning

Keyphrases

• Agent Framework 100%
• Effective Strategies 100%
• Negotiation Agent 100%
• Active Interaction 100%
• Offline Reinforcement Learning 100%
• Preference Change 50%
• Reinforcement Learning 50%
• Reinforcement Learning Algorithm 50%
• Learning-based 50%
• Online Data 50%
• Adaptive Change 50%
• Negotiators 50%
• Negotiation Strategy 50%
• Automated Negotiation 50%
• Application of Reinforcement Learning 50%
• Tuning Mechanism 50%
• Strategy Change 50%
• Dynamic Variation 50%
• Conventional Reinforcement 50%

INIS

• learning 100%
• negotiation 100%
• interactions 42%
• datasets 28%
• data 14%
• applications 14%
• variations 14%
• performance 14%
• dynamics 14%
• capture 14%
• tuning 14%
• simulators 14%

Computer Science

• Reinforcement Learning 100%
• Agent Framework 100%
• Experimental Result 20%
• Capability Agent 20%