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# optimisation

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May 4

Value Iteration vs Q-Learning: Dynamic Programming Meets RL

#reinforcementlearning #optimisation #dynamicprogramming

12 min read

Apr 23

Solving CartPole Without Gradients: Simulated Annealing

#reinforcementlearning #optimisation

13 min read

Apr 21

The Cross-Entropy Method: Solving RL Without Gradients

#reinforcementlearning #optimisation

12 min read

Apr 15

AI Experts Are Dead. Long Live the AI Experts.

#llm #deeplearning #optimisation

13 min read

Apr 10

Hyperparameter Optimization: Grid vs Random vs Bayesian

#optimisation #supervisedlearning #bayesian

16 min read

Apr 8

Policy Gradients: REINFORCE from Scratch with NumPy

#reinforcementlearning #deeplearning #optimisation

16 min read

Apr 6

Deep Q-Networks: Experience Replay and Target Networks

#reinforcementlearning #deeplearning #optimisation

18 min read

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