RoboQuest: Generalist Physical Agents that Search, Inspect and Test Paper • 2610.10388 • Published Oct 7 • 4
PixelUMM: Encoder-Free Unified Image and Video Understanding and Generation Paper • 2609.38597 • Published Sep 29 • 29
PixelUMM: Encoder-Free Unified Image and Video Understanding and Generation Paper • 2609.38597 • Published Sep 29 • 29
BaRe-Mem: Bayesian Reliability Memory for Robust and Adaptive Agent Consultation Paper • 2609.35551 • Published Sep 28 • 8
Just MLPs: Efficient Visual State Reconstruction for Multimodal Language Models Paper • 2609.34972 • Published Sep 28 • 24
MemBodied: Recurrent Associative Memory for Vision-Language-Action Models Paper • 2609.28256 • Published Sep 23 • 13
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Paper • 2305.13269 • Published Feb 21, 2024
MemBodied: Recurrent Associative Memory for Vision-Language-Action Models Paper • 2609.28256 • Published Sep 23 • 13
GE-Act 2.0: Pretraining and Scaling a World-Action Model for Robotic Manipulation Paper • 2609.05588 • Published Sep 4 • 38
MNIST-PRO: MNIST is Back as a Partially Observable World for AI Agents Paper • 2608.31022 • Published Aug 31 • 10
ScrambleToolBench: Agents Search Exhaustively Even When Their Own Map Points to the Next Step Paper • 2608.02358 • Published Aug 3 • 8
Data Agent: Learning to Select Data via End-to-End Dynamic Optimization Paper • 2603.07433 • Published May 13
$Σ$-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems Paper • 2607.27958 • Published Jul 30 • 19
IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation Paper • 2607.22375 • Published Jul 24 • 9
On the Limits of LLM-as-Judge for Scientific Novelty Assessment Paper • 2606.12071 • Published Jun 10 • 2
GRAIL: Gradient-Reweighted Advantages for Reinforcement Learning with Verifiable Rewards Paper • 2606.04889 • Published Jun 3 • 3
Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost Paper • 2605.06165 • Published May 7 • 1
$δ$-mem: Efficient Online Memory for Large Language Models Paper • 2605.12357 • Published May 12 • 110
DialogXpert: Driving Intelligent and Emotion-Aware Conversations through Online Value-Based Reinforcement Learning with LLM Priors Paper • 2505.17795 • Published May 23, 2025
Stacked from One: Multi-Scale Self-Injection for Context Window Extension Paper • 2603.04759 • Published Apr 9