EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents Paper • 2610.13021 • Published 11 days ago • 74
On-Policy Parameter Update Direction Underlies Generalization in LLM Post-Training Paper • 2609.36659 • Published 21 days ago • 87
Video Generation Models: A Survey of Post-Training and Alignment Paper • 2610.00812 • Published 20 days ago • 63
A Missing Piece for Trustworthy AI Reviewers: From Benchmarking Rhetorical Robustness to SciCore Review Paper • 2609.39027 • Published 20 days ago • 78
Omni-IO Skills: Harnessing Your Agent Omni-Native Paper • 2609.31847 • Published 25 days ago • 486
Raven: The Harness of Harnesses for Composable Agentic Intelligence Paper • 2609.33439 • Published 23 days ago • 611
CoWindow Attention: Full Causal Coverage Is a Collective Property Paper • 2609.32704 • Published 24 days ago • 67
It Takes Two to Match: Co-Evolving Generative Retriever with Reinforcement Learning Paper • 2609.00638 • Published Sep 1 • 68
Running Featured 979 Agent Memory Leaderboard 🧠979 Unified memory evaluation · Results expected August 12.
Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements Paper • 2608.17310 • Published Aug 18 • 111
How Can Rhetoric Reward-Hack AI Reviewers? Dissecting Rhetorical Sensitivity in AI-Based Peer Review Paper • 2608.08975 • Published Aug 10 • 48
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Paper • 2607.05382 • Published Jul 9 • 83