newsReddit r/LocalLLaMATrust 52 · CommunityPublished 2d agoLive · 2d ago
[2607.07508] Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning
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- PossiblePossibly related (embedding) · 55%Fitted Occupancy-Ratio Evaluation without Bellman Completeness →
- PossiblePossibly related (embedding) · 52%Information Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM Agents →
- PossiblePossibly related (embedding) · 51%AgentToolkit/altk-evolve →
- PossiblePossibly related (embedding) · 50%pytorch/rl →
- PossiblePossibly related (embedding) · 49%Learning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline) →
- PossiblePossibly related (embedding) · 52%Do Agent Optimizers Compound? A Continual-Learning Evaluation on Terminal-Bench 2.0 →
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paperFitted Occupancy-Ratio Evaluation without Bellman CompletenesspaperInformation Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM AgentsrepoAgentToolkit/altk-evolverepopytorch/rlpaperLearning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline)
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repopytorch/rlpaperInformation Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM AgentsrepoAgentToolkit/altk-evolvepaperFitted Occupancy-Ratio Evaluation without Bellman CompletenesspaperLearning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline)paperDo Agent Optimizers Compound? A Continual-Learning Evaluation on Terminal-Bench 2.0