Embodied Future
Overview
Focus on open-source embodied intelligence and physical-world interaction, and promote open collaboration across models, data, simulation, toolchains, and real-task validation for complex dual-arm manipulation and all-terrain patrol in real industrial parks.
The Embodied Future track targets real problems in robotics and physical-world interaction. It focuses on open embodied-intelligence systems that can perceive, decide, and act, and encourages teams to build runnable, reproducible, and evaluable solutions around complex dual-arm manipulation and all-terrain patrol in real industrial parks.
The track is not about single-point demos only. It emphasizes the complete loop across models, simulation, hardware, system engineering, and task verification, helping robots complete verifiable decision-making and execution in real tasks.
Prize Information
*The winner of the Grand Award will be selected from the four track champion teams.
Additional Awards
Question Types
Based on the X-Eval simulation and real-machine integrated evaluation platform, this challenge covers VLA, WAM, dual-arm collaborative manipulation, efficient simulation, and sim-to-real transfer for algorithm development and performance evaluation.
Based on real industrial park scenarios, this challenge focuses on autonomous navigation, real-time obstacle avoidance, multi-terrain adaptive motion control, and task scheduling to complete multi-objective inspection tasks in complex terrain.
Enable robots to complete verifiable decision-making and execution in real tasks, and promote open collaboration across models, data, simulation, toolchains, and real-task validation.
Core Work Requirements
Core Work Requirements
- Entries should build runnable, reproducible, and evaluable embodied-intelligence solutions around the specified challenge, forming a complete loop from perception, decision-making, to execution and validation.
- Entries should provide code, deployment instructions, third-party dependency notes, and data-source explanations, and clearly disclose the model, system architecture, runtime flow, resource usage, and open-source plan.
- The preliminary round focuses on project direction, technical feasibility, and open-source value. The semi-final requires a runnable demo, code repository, technical documentation, and evaluation results. The final focuses on live demos, defense quality, implementation potential, and long-term growth.
Submission Requirements
Detailed submission requirements are as follows:
Review Focus
Projects will focus on the following areas:
- Challenge fit and task value
- Technical solution and model capability
- Engineering implementation and runnability
- Evaluation results and evidence quality
- Open / open-source contribution and long-term growth potential
Participant Support
This track plans to provide teams that complete preliminary submission and pass submission validity review with up to RMB 200 in compute, cloud services, and other development resource subsidies, or equivalent competition support resources, with a quota of up to 300 slots in principle. After the preliminary submission deadline, the organizing committee will, based on submission and review progress, notify eligible teams via email or official community channels to submit relevant materials, and distribute resources in an orderly manner according to the rules. Resource support is not a competition prize, review bonus, or advancement criterion. Specific support forms, application conditions, material requirements, distribution methods, and schedule are subject to subsequent notices from the organizing committee.
Best-fit Teams
- This track is suitable for universities, research institutions, and enterprise teams working on embodied intelligence, robotic manipulation, VLA, world models, reinforcement learning, autonomous navigation, motion control, and system integration.