11 posts published in the last hour 06:32Learn How to Act from Your Own Interactions: On-Policy Self-Distillation for GUI Agents 06:32Verifiable Hidden Dynamics Play: Generating Agentic RL Environments from Solved Mechanisms 06:32Stable Geometry with Divergent Task Evidence for Efficient Long-Horizon…
Author: script
Learn How to Act from Your Own Interactions: On-Policy Self-Distillation for GUI Agents
arXiv:2609.27307v1 Announce Type: new Abstract: Graphical User Interface (GUI) agents enable the fulfillment of complex user instructions through…
Verifiable Hidden Dynamics Play: Generating Agentic RL Environments from Solved Mechanisms
arXiv:2609.27321v1 Announce Type: new Abstract: Language-model agents increasingly face long-horizon tasks with evolving state, interdependent decisions,…
Stable Geometry with Divergent Task Evidence for Efficient Long-Horizon Agent Compression
arXiv:2609.27332v1 Announce Type: new Abstract: Long horizon agents accumulate growing interaction histories that increase context and inference costs. We…
Large Knowledge Model: From Papers to a Scientific Reasoning Landscape
arXiv:2609.27297v1 Announce Type: new Abstract: Accumulated scientific knowledge advances inquiry when prior findings help researchers choose new…
StateComp: Learning When to Compress History in Long Horizon Agents
arXiv:2609.27298v1 Announce Type: new Abstract: Long-horizon agents continuously accumulate interaction history during task execution, yet the importance…
Memory Control Signals Emerge Before Action in Long Horizon Agents
arXiv:2609.27286v1 Announce Type: new Abstract: Long horizon language model agents continuously accumulate interaction history, increasing computational…
PotARCin: Multi-Dimensional Evaluation of Skill Acquisition in Abstract Reasoning Tasks
arXiv:2609.27288v1 Announce Type: new Abstract: The Abstraction and Reasoning Corpus (ARC) has become a prominent benchmark for evaluating general…
Sparse-Observation Atmospheric Thermal Forecasting with Physics-Informed Neural Networks for Climate-Aware Digital Twins
arXiv:2609.27290v1 Announce Type: new Abstract: Short-horizon forecasts of atmospheric temperature are needed to support climate-aware digital-twin…
EnSIMem: Entity-Structured Indexing for Long-Term Agent Memory
arXiv:2609.27279v1 Announce Type: new Abstract: An agent that interacts with users over long periods must recall facts, preferences, events, and changes…