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Reinforcement Learning Series' Articles

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Cover image for Reinforcement Learning Series

Aug 19

Reinforcement Learning Series

#rl

4 min read

Cover image for RL 1: Biological foundations and the "Law of Effect" (1898– 1949)

Sep 2

RL 1: Biological foundations and the "Law of Effect" (1898– 1949)

#rl #machinelearning #deeplearning #ai

12 min read

Sep 12

RL 2: The first physical and computational RL machines(1948–1954)

#rl #ai #machinelearning #deeplearning

10 min read

Sep 18

RL 3: Bellman Equations and Markov Decision Processes (1950s–1960s)

#reinforcementlearning #machinelearning #ai #history

16 min read

Sep 25

RL 4: Early heuristics and the birth of Temporal Difference learning (1959–1968)

#rl #ai #machinelearning #deeplearning

15 min read

Oct 3

RL 5: Learning Automata and stochastic environments (1961–1974)

#rl #machinelearning #deeplearning #ai

21 min read

Oct 10

RL 6: Pleasure-Seeking Neurons and the Birth of Backpropagation (1972–1980)

#rl #machinelearning #deeplearning #ai

13 min read

Oct 17

RL 7: How Machines Learned to Guess Better — Sutton, Barto & Temporal Difference Learning

#machinelearning #ai #reinforcementlearning

14 min read

Oct 22

RL 8: Q-Learning, Model-Free Breakthroughs, and the Off-Policy Meta (1988–1994)

#ai #machinelearning #deeplearning #rl

13 min read