Fill your skill gaps in AI and Data Science

External Tag: reinforcement-learning

Training an Agent to Master Tic-Tac-Toe Through Self-Play

External Tags deep learning, games, pytorch, reinforcement-learning, self-play

A Cornerstone of RL — TD(λ) and 3 Big Names

External Tags artificial-intelligence, data-science, deep-dives, machine-learning, reinforcement-learning

RLHF For High-Performance Decision-Making: Strategies and Optimization

External Tags ai, complex, decision, decision making, expertpool, generative-ai, graphs, Healthcare, machine-learning, Ranking, reinforcement-learning, RLHF

Reinforcement Learning: an Easy Introduction to Value Iteration

External Tags dynamic-programming, machine-learning, reinforcement-learning, Robotics, value-iteration

Training an Agent to Master a Simple Game Through Self-Play

External Tags deep learning, games, reinforcement-learning, self-play, tabula-rasa

Solving a Leetcode Problem Using Reinforcement Learning

External Tags data-science, leetcode, machine-learning, programming, reinforcement-learning

Former Google DeepMind Researchers Go Deep for Sales Triumph

External Tags Adam Liska, agi, ai copilot, Apple, Claude, cohere, Copilot, Devang Agrawal, Glyphic AI, google deepmind, gpt-4, hallucinations, large-language-models, LLM, multimodal, Quixotic Intellectuals, reinforcement-learning, sales, Siri, Transformers

Monte Carlo Methods

External Tags baby-robot-guide, deep-dives, monte-carlo-method, monte-carlo-simulation, reinforcement-learning

Dynamic Pricing with Reinforcement Learning from Scratch: Q-Learning

External Tags dynamic-pricing, machine-learning, programming, reinforcement-learning

A comparison of Temporal-Difference(0) and Constant-α Monte Carlo methods on the Random Walk Task

External Tags data-science, machine-learning, monte-carlo-method, reinforcement-learning, temporal-difference