Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems.
Subhabrata DuttaTanya GautamSoumen ChakrabartiTanmoy ChakrabortyPublished in: NeurIPS (2021)
Keyphrases
- dynamical systems
- dynamic systems
- differential equations
- nonlinear dynamical systems
- partially observable
- state space
- qualitative simulation
- linear systems
- agent environment
- phase space
- fuzzy logic
- fault diagnosis
- dynamical models
- neural network
- control theory
- reverse engineering
- partially observable markov decision processes
- real valued
- reinforcement learning
- data mining