AGIBOT A3 interacts with celebrities in real-time, following conversations and coordinating speech, movements, and expressions. Powered by WITA-Omni, A3 can perceive what's happening in the environment.
Key points
Real-Time Interaction: AGIBOT A3 can interact with humans in real-time, following conversations and coordinating speech, movements, and expressions.
Perception and Understanding: Powered by WITA-Omni, A3 can perceive what's happening in the environment, allowing it to respond accordingly.
Breakthrough in Robotics: This technology represents a significant breakthrough in robotics, enabling robots to interact with humans in a more natural and intuitive way.
Sources
- Original post
- AGIBOT A3 https://x.com/AGIBOTofficial
- WITA-Omni https://x.com/AGIBOTofficial
Robotics - Bilateral Control-Based Imitation Learning for Underwater Robot Arms
Bi-AQUA is a project that explores bilateral control-based imitation learning for underwater robot arms using lighting-aware action chunking with transformers.
Key points
Bilateral Control-Based Imitation Learning: Bi-AQUA uses bilateral control-based imitation learning to enable underwater robot arms to learn from human demonstrations.
Lighting-Aware Action Chunking: The project uses lighting-aware action chunking to improve the accuracy of the imitation learning process.
Transformers: Bi-AQUA employs transformers to process the input data and improve the performance of the imitation learning algorithm.
Breakthrough in Underwater Robotics: Bi-AQUA represents a significant breakthrough in underwater robotics, enabling underwater robot arms to learn from human demonstrations and improve their performance.
Sources
Robotics - Bi-AQUA Accepted to IROS2026
Bi-AQUA has been accepted to IROS2026, one of the top conferences in robotics. This is a significant achievement for the project, which represents a breakthrough in bilateral control-based imitation learning for underwater robot arms.
Key points
IROS2026 Acceptance: Bi-AQUA has been accepted to IROS2026, a top conference in robotics.
Breakthrough in Underwater Robotics: Bi-AQUA represents a significant breakthrough in underwater robotics, enabling underwater robot arms to learn from human demonstrations and improve their performance.
Future Work: The project will continue to improve and refine the bilateral control-based imitation learning algorithm, with the goal of achieving even better performance.
Sources
- Original post
- Bi-AQUA https://mertcookimg.github.io/bi-aqua/
- IROS2026 https://iros2026.org/
Robotics - China's AI Strategy
China is not chasing AGI breakthroughs like Silicon Valley, but instead is pushing AI into every hospital, school, and government office. This approach represents a different strategy for AI development and deployment.
Key points
China's AI Strategy: China is focusing on deploying AI in various sectors, such as healthcare, education, and government, rather than pursuing AGI breakthroughs.
Different Approach: This approach represents a different strategy for AI development and deployment, one that prioritizes practical applications over theoretical breakthroughs.
Implications: This approach has significant implications for the development and deployment of AI, and may lead to different outcomes than those achieved through AGI research.
Sources
- Original post
- Reuters https://reuters.com/
Robotics - Feedback-Modulated Harmonic Policies for Quadruped Locomotion
This project explores feedback-modulated harmonic policies for quadruped locomotion, using a combination of reinforcement learning and control theory.
Key points
Feedback-Modulated Harmonic Policies: The project uses feedback-modulated harmonic policies to control quadruped locomotion, allowing for more efficient and stable movement.
Reinforcement Learning: The project employs reinforcement learning to improve the performance of the feedback-modulated harmonic policies.
Control Theory: The project uses control theory to analyze and optimize the performance of the feedback-modulated harmonic policies.
Breakthrough in Quadruped Locomotion: This project represents a significant breakthrough in quadruped locomotion, enabling more efficient and stable movement.
Sources
- Original post
- Feedback-Modulated Harmonic Policies https://arxiv.org/abs/2609.17946
Robotics - Boston Dynamics IPO Delayed
Boston Dynamics' IPO is unlikely next year, due to the company's Atlas robot not yet being at scale and the robotics business being unprofitable.
Key points
IPO Delay: Boston Dynamics' IPO is unlikely next year, due to the company's Atlas robot not yet being at scale.
Atlas Robot: The Atlas robot is a key product for Boston Dynamics, but it is not yet at scale, which is a major obstacle for the company's IPO.
Robotics Business: The robotics business is currently unprofitable, which is another reason for the IPO delay.
Sources
- Original post
- Boston Dynamics https://humanoid.guide/boston-dynamics-ipo-faces-delay-with-atlas-not-yet-at-scale/
Robotics - AI-Powered Security for Indian Enterprises
This project explores the use of AI-powered security for Indian enterprises, using a combination of machine learning and data analytics.
Key points
AI-Powered Security: The project uses AI-powered security to identify vulnerabilities, assess risks, and strengthen defenses for Indian enterprises.
Machine Learning: The project employs machine learning to improve the accuracy of the security system.
Data Analytics: The project uses data analytics to analyze and optimize the performance of the security system.
Breakthrough in AI-Powered Security: This project represents a significant breakthrough in AI-powered security, enabling more accurate and effective security systems.
Sources
- Original post
- AI-Powered Security https://shorturl.at/29vkP
Robotics - myCobot 320
myCobot 320 is a robot arm that combines color recognition with visual algorithms for real-world control and Gazebo simulation.
Key points
myCobot 320: The robot arm uses color recognition and visual algorithms to control its movements and interactions with the environment.
Real-World Control: The robot arm can control its movements and interactions with the environment in real-time.
Gazebo Simulation: The robot arm can also be simulated in Gazebo, allowing for testing and training in a virtual environment.
Breakthrough in Robotics: This robot arm represents a significant breakthrough in robotics, enabling more accurate and efficient control of robot movements.
Sources
- Original post
- myCobot 320 https://bit.ly/45t0Ud6
Robotics - Astra and Robot Data
Astra, a robot arm developed by OpenAI, has been shown to drive a real robot arm, raising questions about whether robot data may have been used in its training.
Key points
Astra: Astra is a robot arm developed by OpenAI that has been shown to drive a real robot arm.
Robot Data: The use of robot data in Astra's training raises questions about the potential for robots to learn from each other and improve their performance.
Breakthrough in Robotics: This represents a significant breakthrough in robotics, enabling robots to learn from each other and improve their performance.
Sources
Robotics - Behavior Cloning and Diffusion Policies
Behavior cloning and diffusion policies are two approaches to robot learning, each with its own strengths and weaknesses.
Key points
Behavior Cloning: Behavior cloning is an approach to robot learning that involves training a robot to mimic human behavior.
Diffusion Policies: Diffusion policies are an approach to robot learning that involves training a robot to learn from its environment and adapt to new situations.
Breakthrough in Robotics: This represents a significant breakthrough in robotics, enabling robots to learn from humans and adapt to new situations.
Sources
- Original post
- Behavior Cloning https://t.co/5tVlE0X7Ri
- Diffusion Policies https://t.co/4EFqqLslwG
