Deep Reinforcement Learning

Colleagues, this Deep Reinforcement Learning training program will equip you with high-demand and highly marketable skills to advance your AI career.  Learn the deep reinforcement learning skills that are powering amazing advances in AI. Then start applying these to applications like video games and robotics. Training modules include: 1) Introduction to Deep Reinforcement Learning - Get Help with Your Account, Learning Plan and helpful resources to accelerate your learning in this first part of the Nanodegree program, 2) Introduction to RL - Reinforcement learning is a type of machine learning where the machine or software agent learns how to maximize its performance at a task - the RL Framework: The Problem, Learn how to mathematically formulate tasks as Markov Decision Processes, The RL Framework: The Solution In reinforcement learning, agents learn to prioritize different decisions based on the rewards and punishments associated with different outcomes, Monte Carlo Methods, Write your own implementation of Monte Carlo control to teach an agent to play Blackjack!, Temporal-Difference Methods - Learn about how to apply temporal-difference methods such as SARSA, Q-Learning, and Expected SARSA to solve both episodic and continuing tasks, 3) Solve OpenAI Gym's Taxi-v2 Task - explore a mini project using OpenAI Gym!, RL in Continuous Spaces, Learn how to adapt traditional algorithms to work with continuous spaces, and 4) What's Next? - learn all about how to use neural networks as powerful function approximators in reinforcement learning - Value Based Methods, Policy-Based Methods, Multi-Agent Reinforcement Learning. Plus optional courses in Special Topics in Deep Reinforcement Learning, Neural Networks in PyTorch, Computing Resources, and C++ Programming. 

Enroll today (teams & executives are welcome): https://tinyurl.com/yyzkk7zj 

Download your free AI-ML-DL - Career Transformation Guide.

For your listening-reading pleasure:

1 - “AI Software Engineer: ChatGPT, Bard & Beyond” (Audible) or (Kindle)  

2 - “ChatGPT - The Era of Generative Conversational AI Has Begun” (Audible) or (Kindle) 

3 - “ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity” (Kindle) or (Audible - coming soon!)

Much career success, Lawrence E. Wilson - AI Academy (share with your team)

 #ai #machinelearning #DeepReinforcementLearning #aiacademy #nlp #llm #chatgpt #gemini #agi #asi #singularity #Neural Networks #orch #MarkovDecisionProcesses #SARSA, Q-Learning #ExpectedSARSA #OpenAI Gym #Taxi-v2 Task ##Monte Carlo Methods #Algorithms