Multi-agent Learning of Numerical Methods for Hyperbolic PDEs with Factored Dec-MDP.
Yiwei FuDheeraj S. K. KapilavaiElliot WayPublished in: PAAMS (2022)
Keyphrases
- multi agent learning
- numerical methods
- partial differential equations
- state space
- markov decision processes
- agents and multi agent systems
- game theory
- numerical solution
- markov decision process
- anisotropic diffusion
- level set
- optimal policy
- image processing
- image denoising
- reinforcement learning
- multi agent
- differential equations
- image enhancement
- utility function
- complex domains
- reward function
- numerical algorithms
- multiscale
- energy functional
- finite difference
- diffusion equation
- dynamic programming
- finite state
- linear programming
- numerical scheme
- high order
- artificial intelligence
- learning agents
- machine learning
- image segmentation
- markov chain
- object recognition
- multi agent systems
- infinite horizon
- policy iteration
- long run
- level set method