Speedy Categorical Distributional Reinforcement Learning and Complexity Analysis.
Markus BöckClemens HeitzingerPublished in: SIAM J. Math. Data Sci. (2022)
Keyphrases
- complexity analysis
- reinforcement learning
- theoretical analysis
- function approximation
- lower bound
- categorical data
- reinforcement learning algorithms
- state space
- co occurrence
- computational complexity
- model free
- first order logic
- numerical data
- action selection
- control problems
- attribute values
- optimal policy
- numerical values
- autonomous learning
- markov decision processes
- real time
- supervised learning
- temporal difference
- dynamic programming
- direct policy search