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lahlah0315

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upvoted a paper 9 days ago

Make Sparse Rewards Count: Density-Aware Reward Aggregation for Multi-Reward RL

upvoted a paper 9 days ago

EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery

upvoted a collection 2 months ago

Recursive Synthesis for Long-Horizon Terminal Tasks

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upvoted 2 papers 9 days ago

Make Sparse Rewards Count: Density-Aware Reward Aggregation for Multi-Reward RL

Paper • 2610.00574 • Published 11 days ago • 65

EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery

Paper • 2609.40340 • Published 11 days ago • 111

upvoted a collection 2 months ago

Recursive Synthesis for Long-Horizon Terminal Tasks

CC BY 4.0 datasets and SFT/RL checkpoints for recursive task synthesis; base-model and third-party terms still apply. • 6 items • Updated Aug 10 • 18

upvoted a paper 2 months ago

Recursive Synthesis for Long-Horizon Terminal Tasks

Paper • 2608.05466 • Published Aug 7 • 110

upvoted a paper 3 months ago

Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading

Paper • 2607.08964 • Published Jul 9 • 79

upvoted a paper 6 months ago

Abstain-R1: Calibrated Abstention and Post-Refusal Clarification via Verifiable RL

Paper • 2604.17073 • Published Apr 18 • 9