Drills on Reinforcement Learning Curriculum

Drills on Reinforcement Learning Curriculum https://codefrydev.in/Reinforcement/tags/drills/ Recent content in Drills on Reinforcement Learning Curriculum Reinforcement Learning Curriculum https://codefrydev.in/Reinforcement/og-default.png https://codefrydev.in/Reinforcement/og-default.png Hugo en-us Fri, 20 Mar 2026 00:00:00 +0000 DL Foundations Drills https://codefrydev.in/Reinforcement/dl-foundations/drills/ Fri, 20 Mar 2026 00:00:00 +0000 https://codefrydev.in/Reinforcement/dl-foundations/drills/ 15 drill problems covering neural networks, forward pass, backpropagation, optimizers, and training. ML Foundations Drills https://codefrydev.in/Reinforcement/ml-foundations/drills/ Fri, 20 Mar 2026 00:00:00 +0000 https://codefrydev.in/Reinforcement/ml-foundations/drills/ 15 short drill problems covering supervised learning, gradient descent, evaluation, and sklearn. Volume 1 Drills — Mathematical Foundations https://codefrydev.in/Reinforcement/curriculum/volume-01/drills/ Thu, 19 Mar 2026 00:00:00 +0000 https://codefrydev.in/Reinforcement/curriculum/volume-01/drills/ 15 short drill problems for Volume 1: discounted return, MDPs, value functions, Bellman equations, and dynamic programming. Volume 2 Drills — Tabular Model-Free Methods https://codefrydev.in/Reinforcement/curriculum/volume-02/drills/ Thu, 19 Mar 2026 00:00:00 +0000 https://codefrydev.in/Reinforcement/curriculum/volume-02/drills/ 15 short drill problems for Volume 2: Monte Carlo, TD(0), SARSA, Q-learning, and n-step methods. Volume 3 Drills — Function Approximation & DQN https://codefrydev.in/Reinforcement/curriculum/volume-03/drills/ Thu, 19 Mar 2026 00:00:00 +0000 https://codefrydev.in/Reinforcement/curriculum/volume-03/drills/ 15 short drill problems for Volume 3: linear FA, semi-gradient TD, DQN, replay buffer, target network, Double DQN, and dueling networks.