Rollout-Time Intervention: Unlocking Agentic Reinforcement Learning Beyond Policy Limits
Rollout-Time Intervention supplies off-policy successes so LLM agents learn beyond their current policy.
Stories per day · 30 days
2 RSS
Relatedoff-policy2reinforcement-learning2agentic-ai1alibaba1llm-agents1llm-training1reasoning1rollverify1
5 stories, newest first · one card per story
Stories tagged #rollout
RollVerify: Bridging Efficiency and Accuracy in Long-Tail Rollout Reinforcement Learning
RollVerify verifies and repairs partial RL rollouts so language models keep on-policy accuracy while cutting training cost.
Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation
Rollout-Marginal Distillation scores video chunks independently so long autoregressive rollouts keep visual quality.
DroneWAM: Efficient World Action Model for Drone Visual Navigation
DroneWAM predicts drone navigation futures in latent space, cutting rollout depth while improving accuracy.
Sam Altman calls GPT-6 Astra rollout ‘messy’ as enterprise users wait for access
OpenAI's GPT-6 Astra launch hit access problems; Sam Altman apologized as availability gradually expanded from Daybreak partners to Pro, Enterprise, and API users.