Deep Reinforcement Learning Course
What will I learn?
Fur awoodda Barashada Qoto Dheer ee Ku Salaysan Xoojinta adiga oo adeegsanaya koorskayada dhamaystiran ee loogu talagalay xirfadlayaasha tignoolajiyadda. Gali fikradaha muhiimka ah sida xaaladda, ficilka, iyo abaalmarinta, oo baro algorithms sida DQN, PPO, iyo A3C. Hel khibrad toos ah oo aad ku isticmaalayso TensorFlow iyo PyTorch, oo sahami nidaamyada shabakadaha casriga ah si loo hagaajiyo isticmaalka tamarta. Kor u qaad xirfadahaaga adiga oo ku dhex jira deegaanno la midaysan adiga oo isticmaalaya OpenAI Gym, oo baro sida loo diiwaan geliyo looguna warbixiyo natiijooyinkaaga si wax ku ool ah. Kor u qaad shaqadaada adiga oo leh barasho wax ku ool ah oo tayo sare leh.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Ku xeeldheerow TensorFlow & PyTorch: Hirgali moodellada DRL adiga oo isticmaalaya hababka hormuudka ah.
Hagaaji Shabakadaha Casriga ah: Xali caqabadaha tamarta adiga oo leh xalalka DRL.
Diiwaan geli & Warbixi: Faahfaahin ka bixi habaynta iyo natiijooyinka si aad si cad u gudbiso.
Abuur Deegaanno La Midaysan: Isticmaal OpenAI Gym si aad u abuurto xaalado tababar oo macquul ah.
Qiimee & Hagaaji: Qiimee oo si wax ku ool ah u hagaaji waxqabadka moodellada DRL.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, you can adjust the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You can generate more chapters similar to the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your professional journey.