Intention-aware planning under uncertainty for interacting with self-interested, boundedly rational agents
نویسندگان
چکیده
A key challenge in non-cooperative multi-agent systems is that of developing efficient planning algorithms for intelligent agents to perform effectively among boundedly rational, self-interested (i.e., non-cooperative) agents (e.g., humans). To address this challenge, we investigate how intention prediction can be efficiently exploited and made practical in planning, thereby leading to efficient intention-aware planning frameworks capable of predicting the intentions of other agents and acting optimally with respect to their predicted intentions.
منابع مشابه
Towards Practical Planning to Predict and Exploit Intentions for Interacting with Self-Interested Agents
A key challenge in non-cooperative multi-agent systems is that of developing effi-cient planning algorithms for intelligent agents to interact and perform effectivelyamong boundedly rational, self-interested agents (e.g., humans). The practicalityof existing works addressing this challenge is being undermined due to either therestrictive assumptions of the other agents’ behavior...
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