Generalized AdaGrad (G-AdaGrad) and Adam: A State-Space Perspective.
Kushal ChakrabartiNikhil ChopraPublished in: CoRR (2021)
Keyphrases
- state space
- heuristic search
- dynamic programming
- viewpoint
- markov decision processes
- markov chain
- reinforcement learning
- optimal policy
- dynamical systems
- markovian decision
- search space
- neural network
- orders of magnitude
- particle filter
- partially observable markov decision processes
- belief state
- dynamic environments
- evolutionary algorithm
- feature selection