Team Tower Runners.

Team Tower Runners focuses on solving the Obstacle Tower challenge using machine learning. Obstacle Tower is a procedurally generated environment designed to evaluate an AI agent’s ability to generalize across multiple tasks such as vision, locomotion, planning, and puzzle-solving. The agent’s goal is to navigate through increasingly complex floors, adapting to new obstacles and challenges. Our aim is to develop a reinforcement learning-based solution capable of learning effective strategies to improve performance across different tower configurations.

Page:

• Proposal
• Progress Report
• Final
• Team Introduction

Source code: https://github.com/avinashduggal/TowerRunners

Resources:

• https://github.com/Unity-Technologies/obstacle-tower-env
• https://arxiv.org/abs/1902.01378
• https://arxiv.org/abs/1907.06704