Business↗
Exploration, Exploitation and Model Learning
A handbook for balancing learning and performance in uncertain decision systems using bandit logic, model-based learning, model-free learning and controlled exploration.
Tag
reinforcement learning
Every page in the KEVOS library tagged reinforcement learning. 4 pages.
Business↗
Policy Search, Policy Gradients and Actor-Critic Methods
A practical guide to directly optimising decision policies using parameterised policy search, gradient estimation, actor-critic architectures and stable optimisation practices.
Business↗
Machine-Learning Methods: A Business Selection Guide
Choose among supervised, unsupervised and reinforcement learning by matching the learning signal, decision structure and available evidence to the business task.
Project Delivery↗
Algorithms for Decision Making
A risk-focused field guide to deciding well under uncertainty: 26 chapters across five parts, from probabilistic reasoning to multiagent systems, re-read for the project profess…
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Other tags in the library.
mathematics 387
abstract algebra 252
Machine Design 184
business 179
project management 158
Computational Number Theory 123
algebra handbook 85
graduate mathematics 85
handbook 79
templates and examples 78
History of Engineering 77
Manufacturing 76
algebra and trigonometry 74
universal algebra 62
algebra 60
project delivery 60
principles of project management 58
advanced algebra 53
Fasteners and Joints 53
Civil Engineering 48
CAD 42
Context and scope 42
Machine Elements 40
Threading and Gaging 37
Mechanical Engineering 35
Power Transmission 34
template 34
Operational Excellence 32
example 31
project leadership 31
project teams 31
strategy 31
Business Expansion 29
Metrology 29
project management research 29
Sales & Marketing 29
personal development 27
behaviour change 26
habits 26
systems 26