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EasyUphill
CORPORATE DEVELOPMENT
+27 81 041 7673
training@eubiz.co.za
68 Sunstone Street, Germiston, 1401
eubiz.co.za
Artificial Intelligence & Emerging Technology

Reinforcement Learning Applications

Duration
5 Days
Delivery
In-house, public or online
From
R18,000 per delegate
Certificate
On completion
Course overview

Some problems are about sequences of decisions rather than single predictions, which is where reinforcement learning fits and where it is usually misapplied. This course covers when it is the right tool.

What you will be able to do
  • Recognise problems suited to sequential decision learning
  • Frame a problem as states, actions and rewards
  • Explain the main learning approaches
  • Design reward functions that do not misfire
  • Evaluate a policy safely before deployment
  • Recognise where simpler methods would do better
Who should attend
  • Data scientists and machine learning engineers
  • Operations research analysts
  • Control and automation engineers
  • Technical staff evaluating advanced methods
Course outline
01
Sequential decisions and where this differs from prediction
02
States, actions, rewards and the environment
03
Value based and policy based approaches
04
Reward design and the ways it misfires
05
Simulation, sample efficiency and training cost
06
Safe evaluation before touching a real system
07
When simpler methods are the better answer
Upcoming public sessions
DatesVenueDurationFee per delegate
9 to 13 Nov 2026Pretoria5 DaysR18,000
23 to 27 Nov 2026Durban5 DaysR18,000
11 to 15 Jan 2027Cape Town5 DaysR18,000
1 to 5 Feb 2027Johannesburg5 DaysR18,000
5 to 9 Apr 2027London5 DaysUS$1,800
21 to 25 Jun 2027Dubai5 DaysUS$1,800
Fees exclude VAT. This course can also be delivered in-house at your premises on dates that suit your team, or live online.
To book or ask for an in-house quote

Reply to the email this brochure came with, call +27 81 041 7673, or visit eubiz.co.za and open this course.

EasyUphill Training & ConsultingTailored training that moves teams forward.
+27 81 041 7673  ·  training@eubiz.co.za
68 Sunstone Street, Germiston, 1401  ·  eubiz.co.za