Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling.
Sajad KhodadadianPranay SharmaGauri JoshiSiva Theja MaguluriPublished in: ICML (2022)
Keyphrases
- reinforcement learning
- point processes
- digital libraries
- function approximation
- markov decision processes
- learning algorithm
- state space
- multi agent
- dynamic programming
- orders of magnitude
- learning process
- random sampling
- transfer function
- sampling algorithm
- optimal policy
- transfer learning
- learning problems
- reinforcement learning algorithms
- sampled data
- machine learning