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