Real World – Page 4

HDD HRI Driving Dataset

Agentic, Real World

Driver behavior in real-life settings
Heart Toxicity

Health

Robotic

ECG Effects of drugs. No. of environments: 22
HEV

Energy

Robotic

Hybrid car energy optimization. No. of environments: 1
High-Frequency **Crypto Limit-Order-Book Data**

Finance

Real World, Robotic

High Frequency Crypto Limit Order Book Data
HouseZero

Energy

Agentic, Real World

building dataset covering outdoor and indoor environmental sensor data, as well as system operation metrics,
HVAC

Smart_home

Robotic

Air optimal control. No. of environments: 3
ICHNOS

Biotech

Robotic

Bioreactor production management. No. of environments: 1
ITrust

Agentic, Real World

Multiple datasets containing sensor and actuator readings from industrial water treatment and distribution testbeds
KDD Cup 2010

Education

Real World, Robotic

KDD Cup 2010. Educational data mining challenge.
KDD Cup 2012

Advertising

Real World, Robotic

Predict the click-through rate of ads given the query and user information.