Welcome to the Jungle: A Conceptual Comparison of Reinforcement Learning Algorithms.
Kenneth SchröderAlexander KastiusRainer SchlosserPublished in: ICORES (2023)
Keyphrases
- reinforcement learning algorithms
- reinforcement learning
- state space
- model free
- markov decision processes
- eligibility traces
- reinforcement learning methods
- policy search
- learning algorithm
- reinforcement learning problems
- temporal difference
- reward function
- stochastic games
- function approximation
- dynamic environments
- partially observable environments
- random walk
- training data
- decision making
- machine learning
- reward shaping