Neural Amortized Inference for Nested Multi-agent Reasoning.
Kunal JhaTuan Anh LeChuanyang JinYen-Ling KuoJoshua B. TenenbaumTianmin ShuPublished in: CoRR (2023)
Keyphrases
- multi agent
- logical inference
- inference engine
- deductive reasoning
- hypothetical reasoning
- backward chaining
- probabilistic reasoning
- network architecture
- plausible reasoning
- evidential reasoning
- multi agent decision making
- abductive inference
- reasoning under uncertainty
- inference process
- worst case
- cognitive agents
- nonmonotonic inference
- neural network
- consistency checking
- knowledge base
- multiagent systems
- probabilistic inference
- search tree
- reasoning systems
- multi agent systems
- representing knowledge
- forward chaining
- reasoning process
- automated reasoning
- heterogeneous agents
- belief networks
- intelligent agents
- knowledge representation
- bayesian networks
- bayesian inference
- inference mechanism
- abductive reasoning
- running times
- learning rules
- reasoning tasks
- possibilistic networks
- search algorithm