Robert Walters

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upvoted a paper 9 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published 19 days ago • 373

upvoted a paper 12 days ago

ActReview: Rebuttal-Guided Training Data and Rubric Rewards for Actionable Peer Review Generation

Paper • 2609.09076 • Published 18 days ago • 24

upvoted a paper 14 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published 28 days ago • 478

upvoted a paper 16 days ago

CosmoH2G: A Hand-to-Gripper Transfer Dataset and Baseline Method for Object Manipulation with Complex Spatial Movements

Paper • 2609.07498 • Published 19 days ago • 34

upvoted a paper 20 days ago

Locked at the Entrance, Open Inside: Where RLVR Narrows the Solution Space

Paper • 2608.29188 • Published 28 days ago • 11

upvoted a paper 21 days ago

Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training

Paper • 2608.26730 • Published 30 days ago • 155