Phase 096: Reinforcement Learning Foundations
Phase 096 of the AI Encyclopedia — Reinforcement Learning Foundations. Topics 1901–1920.
This phase covers Reinforcement Learning Foundations. Below are the 20 concepts grouped under this phase — each is a future article in the Insightful AI World encyclopedia.
1901 Reinforcement Learning explained
1902 Agent
1903 Environment
1904 State
1905 Action
1906 Reward
1907 Policy
1908 Value Function
1909 Q-function
1910 Return
1911 Discount Factor
1912 Markov Decision Process
1913 Bellman Equation
1914 Dynamic Programming
1915 Monte Carlo Methods
1916 Temporal Difference Learning
1917 Q-learning
1918 SARSA
1919 Exploration vs Exploitation
1920 RL Evaluation