Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism
Paper • 2606.00408 • Published • 65
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Racktic
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Racktic
authored 2
papers 11 months ago
ars22
authored 2
papers over 1 year ago
CohenQu
authored 3
papers over 1 year ago
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
Paper • 2407.18219 • Published • 3
Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning
Paper • 2310.18247 • Published
Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning
Paper • 2503.07572 • Published • 48
aviralku
authored 11
papers over 1 year ago
Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion Models
Paper • 2310.10639 • Published • 3
Vision-Language Models Provide Promptable Representations for Reinforcement Learning
Paper • 2402.02651 • Published
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
Paper • 2402.19446 • Published
Unfamiliar Finetuning Examples Control How Language Models Hallucinate
Paper • 2403.05612 • Published • 3
Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data
Paper • 2404.14367 • Published • 1
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
Paper • 2406.14532 • Published
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
Paper • 2407.18219 • Published • 3
Generative Verifiers: Reward Modeling as Next-Token Prediction
Paper • 2408.15240 • Published • 13
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
Paper • 2410.08146 • Published • 1
Steering Your Generalists: Improving Robotic Foundation Models via Value Guidance
Paper • 2410.13816 • Published • 1
Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data
Paper • 2412.07762 • Published