Reinforcement Learning for Navigation Internship at ANYbotics

Zürich, Zurich, Switzerland

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Not SpecifiedCompensation

InternshipExperience Level

InternshipJob Type

UnknownVisa

Robotics, TechnologyIndustries

Requirements

Currently a master's, PhD student or recent graduate in computer science, machine learning, robotics, or related fields
Experience in Reinforcement Learning, mainly if applied to solving navigation problems in either robots or autonomous driving
Proficiency in Python and familiarity with ML frameworks such as PyTorch and/or Tensorflow
Experience with physical simulators, such as Isaac Sim/Gym, Mujoco, Pybullet, etc
Goal-oriented mindset with a proactive approach to achieving objectives
Proficient in English

Responsibilities

Robustify ANYmal’s local obstacle avoidance capabilities using state-of-the-art RL methods
Investigate various neural network architectures and conduct comparative performance analyses
Develop and expand tools for explainable artificial intelligence
Collaborate with Navigation experts on improving the reliability and scalability of ANYmal’s navigation stack

Skills

Key technologies and capabilities for this role

Reinforcement LearningRobotic NavigationMachine LearningSimulationSLAMLocomotionDeep LearningPerceptionQuadruped RobotsRL Policies

Questions & Answers

Common questions about this position

Is this internship paid?

Yes, this is a full-time paid internship lasting six months.

What is the duration and start date for this internship?

The preferred starting date is January 2026, and the internship lasts six months.

What skills are required for the Reinforcement Learning for Navigation Internship?

The role requires experience with reinforcement learning techniques, simulation tools, evaluating and fine-tuning RL-based navigation policies, neural network architectures, and working with quadruped robots.

What is the work environment like at ANYbotics?

It's a fast-paced, interdisciplinary environment where you'll collaborate with world-class robotics experts and research partners who provide guidance and mentorship, as part of a highly talented and motivated team of more than 200 people.

What makes a strong candidate for this internship?

Passionate, curious, and motivated individuals driven by solving complex technical challenges in reinforcement learning, robotics, and machine learning, particularly those excited about advancing autonomy in industrial environments.

ANYbotics

Develops autonomous robots for industrial inspections

About ANYbotics

ANYbotics specializes in creating autonomous legged robots for industrial inspection. Their main product, ANYmal, is a four-legged robot that can patrol challenging environments to gather and analyze data. This technology is especially useful in industries like oil, gas, and chemicals, where regular inspections are vital for safety and efficiency. ANYbotics serves industrial operators who need to monitor their facilities, offering a solution that is more scalable, safer, and cost-effective than traditional inspection methods. ANYmal can traverse difficult terrains and deliver actionable insights at any time, helping to maximize equipment uptime and minimize operational costs. The company operates in the industrial automation sector, focusing on robotic inspection services, and generates revenue by selling robots and providing ongoing support. The goal of ANYbotics is to enhance safety standards and reduce costs for their clients by automating routine inspection tasks.

Zurich, SwitzerlandHeadquarters

2016Year Founded

$128.7MTotal Funding

LATE_VCCompany Stage

Robotics & Automation, Industrial & ManufacturingIndustries

51-200Employees

Risks

Increased competition from Boston Dynamics threatens ANYbotics' market share.

Rapid AI advancements may render ANYbotics' models obsolete if innovation lags.

US expansion may face regulatory challenges and increased operational costs.

Differentiation

ANYbotics specializes in autonomous legged robots for industrial inspections.

ANYmal robot navigates complex terrains, offering comprehensive facility coverage.

ANYbotics provides end-to-end robotic inspection solutions for hazardous environments.

Upsides

ANYbotics raised $60M for US expansion, enhancing market presence.

Partnerships with Createc and Equans boost technological advancements and market reach.

Growing demand for autonomous inspection robots in hazardous environments benefits ANYbotics.

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