iGEN
Visit IGEN World Explore IGEN Expo
EXPLORE UPGRADE PLANS
BREAKING
Inside the rogue ChatGPT hack of Hugging Face: AI agents operate at superhuman speed but make clumsy mistakes Landstar Expects to Emerge a Winner After Supreme Court’s Montgomery Ruling Widens Broker Liability New Senate bill targets 'chameleon carriers' that reopen to escape penalties Werner Enterprises Posts Highest Revenue Per Truck Growth in One-Way Segment in a Decade CMA CGM and Stonepeak Launch United Ports LLC in $2.4 Billion Terminal Joint Venture UPS shift away from Amazon shows bigger payoff Lanesurf: 62% of Loads Get Vetted Carrier Offers Before Brokers Arrive India-China Border Trade Via Lipulekh Resumes Aug 1; China Permits 20 Traders Geopolitics Drives CMA CGM Q2 Profit Surge of 42% as Volumes and Rates Climb Benchmark Diesel Price Rises Third Week as Futures Plunge; Spread Hits Record Inside the rogue ChatGPT hack of Hugging Face: AI agents operate at superhuman speed but make clumsy mistakes Landstar Expects to Emerge a Winner After Supreme Court’s Montgomery Ruling Widens Broker Liability New Senate bill targets 'chameleon carriers' that reopen to escape penalties Werner Enterprises Posts Highest Revenue Per Truck Growth in One-Way Segment in a Decade CMA CGM and Stonepeak Launch United Ports LLC in $2.4 Billion Terminal Joint Venture UPS shift away from Amazon shows bigger payoff Lanesurf: 62% of Loads Get Vetted Carrier Offers Before Brokers Arrive India-China Border Trade Via Lipulekh Resumes Aug 1; China Permits 20 Traders Geopolitics Drives CMA CGM Q2 Profit Surge of 42% as Volumes and Rates Climb Benchmark Diesel Price Rises Third Week as Futures Plunge; Spread Hits Record
Home ›› Topics ›› human data

Topic

human data

1 story
Self-Play RL with 30 Minutes of Human Data Trains Coordinated Driving Policies Technology
Artificial Intelligence #artificial intelligence#autonomy

Self-Play RL with 30 Minutes of Human Data Trains Coordinated Driving Policies

A new approach from researchers trains autonomous driving policies using self-play reinforcement learning regularized by only 30 minutes of human demonstrations. The method requires 2500x less human data than imitation learning and completes training in 15 hours on a single consumer-grade GPU. The resulting policies successfully coordinate with held-out human trajectories, avoiding the alien driving conventions common in pure self-play systems.

Jun 20, 2026 1 source