CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems.
Song JiangZijie HuangXiao LuoYizhou SunPublished in: KDD (2023)
Keyphrases
- dynamical systems
- causal inference
- multi agent
- additive noise
- abductive reasoning
- causal models
- rare events
- nonmonotonic reasoning
- discrete data
- state space
- fixed point
- reinforcement learning
- nonlinear dynamical systems
- partially observable markov decision processes
- spatial domain
- inference rules
- logic programs
- observational data
- predictive state representations