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阿里巴巴认知计算实验室:星际争霸与人工智能.pdf |
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星际争霸与人工智能阿里巴巴认知计算实验室龙海涛Challenge Problems for Artificial Intelligence
Imperfect Information
Huge State and Action Space
Adversarial Real-time Strategy
Long-Term Planning
Temporal and Spatial Reasoning
Multiagent Cooperation
StarCraft AI Research and CompetitionsReinforcement LearningDeep Reinforcement LearningWhat is next?•All above are single AI agent•But, true human intelligence embraces social and collective wisdom•How large-scale multiple AI agents could learn human-level collaborations (or
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