Faraday Future’s $2,490 FF Nova Brings Humanoid AI to Developers
FF Nova combines a $2,490 compact humanoid with simulation tools and an optional $390 developer package, starting with a limited invitation release.
#ReinforcementLearning
Explore RobotsBeat's latest reporting, research, and expert analysis tagged with "reinforcement learning", collected in one continuously updated archive.
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KAIST Humanoid Pushes 35 kg Objects and Lifts 20 kg in New Demo
KAIST Humanoid v0.9 combines onboard vision and whole-body control to push 35 kg objects and lift 20 kg in a new research demonstration.
Eka Robotics Raises $150M for Force-Aware Robot AI at $1.45B Valuation
Eka Robotics raised $150 million for AI that combines vision and force feedback, targeting fast, adaptable robot manipulation and industrial applications.
Boston Dynamics Gives Atlas Four-Finger Hands Built for Tool Use
By Laura Bennett
• 3 mins read
Boston Dynamics’ new Atlas hand has four fingers and 13 degrees of freedom, combining tool-use dexterity with a design built for simulation and manufacturing.
ALBATROSS Robot Falls Like a Maple Seed, Then Sails Autonomously
By Laura Bennett
• 3 mins read
SUTD’s ALBATROSS robot uses the same wings to slow its fall and sail across water, demonstrating aerial deployment and autonomous navigation in reservoir trials.
Robot Learning Explained: Imitation, Reinforcement Learning and Real-World Tests
By Laura Bennett
• 10 mins read
Understand robot learning methods, demonstration data and simulation transfer, then evaluate complete-task reliability, interventions and controlled deployment.
Vesoma Unveils European Humanoid Project Led by Synapticon and Easybrain Co-Founders
By Laura Bennett
• 5 mins read
Vesoma says it built walking humanoid prototypes within six months and has grown to more than 60 people in Munich and Limassol. The startup is developing robots that learn through…
Microduck Brings $399 Open-Source Robot Learning to GTC Berlin
By Rachel Whitman
• 3 mins read
Pollen Robotics’ 25-centimeter Microduck pairs retrainable movement skills with open software, as the small biped appears at NVIDIA’s GTC Berlin.
Figure AI’s Figure 03 Climbs Ladder Autonomously Using Helix Vision-Integrated AI
By Daniel Krauss
• 3 mins read
Figure AI has demonstrated its Figure 03 robot climbing a ladder autonomously using its upgraded Helix AI system, which now integrates onboard stereo camera input with whole-body motion control trained…
Researchers Unveil Milo, a Sub-$2,000 Open-Source Robotic Guide Dog for Visually Impaired Users
By Daniel Krauss
• 3 mins read
Researchers have developed Milo, an autonomous robotic guide dog priced below $2,000 to manufacture, designed to help blind and visually impaired people navigate indoor and outdoor environments without pre-mapped routes,…
Mistral Launches Robostral Navigate, an 8B Navigation Model That Beats Multi-Sensor Systems Using a Single RGB Camera
By Rachel Whitman
• 3 mins read
Mistral has released Robostral Navigate, an 8B embodied navigation model that achieves 76.6% on the R2R-CE unseen benchmark using only a single RGB camera, outperforming systems that use LiDAR, depth…
Hyundai and Boston Dynamics Reveal How Atlas Learned Soccer Through Motion Capture and AI Training
By Laura Bennett
• 4 mins read
Boston Dynamics has published a technical breakdown of how Atlas learned to perform soccer drills - including the Ghost Rabona - using professional motion capture data, motion retargeting, and cloud-based…
Boston Dynamics Reveals How Atlas Learned to Lift 100-Pound Industrial Loads Using Simulation Training
By Daniel Krauss
• 3 mins read
Boston Dynamics has published a technical blog explaining how Atlas learned to lift and carry objects exceeding 100 pounds using reinforcement learning trained across millions of GPU-parallelized simulations, with the…
Sony’s Ace Robot Defeats Elite Table Tennis Players in Study Published in Nature
By Daniel Krauss
• 3 mins read
Sony's Ace robotic arm has become the first autonomous system demonstrated to be competitive with elite human table tennis players, according to a study published in Nature, tracking a ball…
Toyota Unveils CUE7, a Lighter Basketball Robot Built on Hybrid AI Control
By Daniel Krauss
• 3 mins read
Toyota has introduced CUE7, the latest iteration of its basketball-shooting robot, featuring a significantly lighter frame, an inverted two-wheel base, and a hybrid control system combining reinforcement learning with model…