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Project: Continuous Control

Introduction

For this project, used Reacher environment.

The Environment

In this environment, a double-jointed arm can move to target locations. A reward of +0.1 is provided for each step that the agent's hand is in the goal location. Thus, the goal of your agent is to maintain its position at the target location for as many time steps as possible.

The observation space consists of 33 variables corresponding to position, rotation, velocity, and angular velocities of the arm. Each action is a vector with four numbers, corresponding to torque applicable to two joints. Every entry in the action vector should be a number between -1 and 1.

Linux environment chosen

Option 1: Solve the First Version

Chosen to solve the option 1 environment. An average score of +30 over 100 consecutive episodes is required for the environment being considered as solved

Solved enviroment GIF

models