Reinforcement Learning

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Robot learning updates boost gait AI and sim-first tools
Nov 11, 20255 min read

Robot learning updates boost gait AI and sim-first tools

NVIDIA advanced simulation tools and exoskeleton makers deployed adaptive gait control this week. Together, these robot learning updates signal faster model training and deployment across labs and industry. Robot learning updates drive sim-first progress The latest NVIDIA Isaac Lab 2.3 release underscores a sim-first approach to robotics. The update improves whole-body control, imitation learning, and […]

Interactive ML agent brings 3x–43x GPU speedups to workflows
Nov 10, 20255 min read

Interactive ML agent brings 3x–43x GPU speedups to workflows

NVIDIA introduced an interactive ML agent that speeds up common workflows by as much as 43x on GPUs. The move pushes agentic tooling deeper into day-to-day data science. In parallel, the company expanded hands-on training in adversarial and federated learning. Meanwhile, applied ML surfaced in a gaming-inspired exoskeleton that touts intelligent gait control. Interactive ML […]

cuML profiler tools lead latest machine learning updates
Nov 7, 20255 min read

cuML profiler tools lead latest machine learning updates

NVIDIA introduced cuML profiler tools this week, highlighting a flurry of practical machine learning updates for developers and researchers. The additions arrive alongside a modular data science agent and fresh results in robot learning. These releases target stubborn workflow bottlenecks and complex real-world tasks. Together, they show a clear push toward faster iteration, clearer observability, […]

Dennis Crowley debuts location-based audio AI app BeeBot
Nov 6, 20255 min read

Dennis Crowley debuts location-based audio AI app BeeBot

Foursquare founder Dennis Crowley launched a location-based audio AI app that turns your headphones into a neighborhood DJ. The new service, called BeeBot, delivers short, contextual audio clips about nearby people, places, and events as you move through your day, according to reporting by Engadget. BeeBot activates when you wear headphones and pauses when you […]

BeeBot AI DJ brings location-aware audio updates on iOS
Nov 5, 20255 min read

BeeBot AI DJ brings location-aware audio updates on iOS

Foursquare founder Dennis Crowley launched BeeBot AI DJ, a new app that delivers location-aware audio updates straight to your ears. The AI-powered experience starts automatically with your headphones and pauses when you remove them. The launch adds a timely machine learning twist to neighborhood discovery. BeeBot AI DJ debuts BeeBot frames itself as an “app […]

Robot learning breakthroughs debut at CoRL 2025 from NVIDIA
Nov 4, 20255 min read

Robot learning breakthroughs debut at CoRL 2025 from NVIDIA

NVIDIA Research unveiled three robot learning breakthroughs at CoRL 2025, underscoring rapid progress from simulation to factory floors. The robot learning breakthroughs span dynamics modeling, exploration, and visuo-tactile control, with measured gains in accuracy and real-world success rates. Robot learning breakthroughs at CoRL 2025 According to NVIDIA Research, the trio includes NeRD, Dexplore, and VT-Refine. […]

cuML profiling tools arrive in RAPIDS 25.08 update
Nov 3, 20255 min read

cuML profiling tools arrive in RAPIDS 25.08 update

NVIDIA introduced cuML profiling tools in the RAPIDS 25.08 release, giving developers clearer insight into accelerated machine learning performance. Alongside the data science update, Isaac Lab 2.3 delivers whole-body robot control, richer teleoperation, and new evaluation workflows. Together, these updates target faster iteration from data prep to deployment. cuML profiling tools: what’s new The latest […]

Neural Robot Dynamics hits 0.1% reward error at CoRL
Nov 2, 20255 min read

Neural Robot Dynamics hits 0.1% reward error at CoRL

NVIDIA Research unveiled Neural Robot Dynamics at CoRL 2025, reporting a sub‑0.1% accumulated reward error on a Franka reach policy. The team positions the technique as a step toward reliable sim-to-real transfer. Early results suggest stronger generalization and faster fine-tuning in real environments. Neural Robot Dynamics explained Neural Robot Dynamics, or NeRD, uses learned dynamics […]

ICML 2024 highlights: trends shaping ML research now
Oct 31, 20255 min read

ICML 2024 highlights: trends shaping ML research now

ICML 2024 highlights key shifts in machine learning research, with state space models, efficient fine-tuning, and better tooling taking center stage. The conference wrapped with dense technical tracks and lively hallway debates in Vienna. Researchers and practitioners left with clear signals about what will matter next. ICML 2024 highlights: methods and tools Across papers and […]

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