Neural Amortized Inference for Nested Multi-Agent Reasoning.
Kunal JhaTuan Anh LeChuanyang JinYen-Ling KuoJoshua B. TenenbaumTianmin ShuPublished in: AAAI (2024)
Keyphrases
- multi agent
- inference engine
- deductive reasoning
- abductive inference
- logical inference
- multi agent decision making
- backward chaining
- probabilistic reasoning
- network architecture
- inference process
- reasoning under uncertainty
- evidential reasoning
- knowledge base
- hypothetical reasoning
- plausible reasoning
- multi agent systems
- cooperative
- abductive reasoning
- knowledge representation
- cognitive agents
- neural network
- representing knowledge
- worst case
- artificial intelligence
- consistency checking
- reinforcement learning
- reasoning process
- reasoning tasks
- probabilistic inference
- heterogeneous agents
- expert systems
- nonmonotonic inference
- intelligent agents
- agent oriented
- reasoning systems
- causal reasoning
- team formation
- automated reasoning
- associative memory
- belief networks
- forward chaining
- probabilistic logic