Reinforcement Learning

Semantically-Driven Deep RL for Inspection Path Planning

Deep reinforcement learning approach for inspection path planning with semantic awareness.

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Reinforcement Learning for Collision-free Flight

Exploiting Deep Collision Encoding for autonomous flight in dense environments.

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Aerial Gym Simulator

A framework for highly parallelized simulation of aerial robots based on NVIDIA Isaac Gym.

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