Machine Learning

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Mountain Car

To optimize the car's actions to reach a target with minimal iterations under specific position and velocity constraints.

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Cart Pole

Aiming to maximize the duration that a pole remains balanced on a moving cart within specific position and angle constraints.

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Acrobot

A target height by applying torque to the actuated joint within specified angular constraints.

Science Discovery

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Bacteria Growth

A biology-focused task aiming to discover growth patterns.

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Oscillator1

A mathematical task aimed at uncovering oscillator behaviors.

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Stress & Strain

A physics task focused on discovering relationships.

Optimization

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Capacitated Vehicle Routing Problem

Constructive Heuristics for Capacitated Vehicle Routing Problem (CVRP).

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Open Vehicle Routing Problem

The Open Vehicle Routing Problem (OVRP) is a variant of VRP that has open routes.

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Traveling Salesman Problem

Constructive Heuristics for Traveling Salesman Problem (TSP).