EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents Paper • 2412.13549 • Published Dec 18, 2024
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving Paper • 2510.11769 • Published Oct 13, 2025 • 26
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning Paper • 2510.12693 • Published Oct 14, 2025 • 28
Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Models Paper • 2603.13985 • Published Mar 14 • 10
AgentSPEX: An Agent SPecification and EXecution Language Paper • 2604.13346 • Published 9 days ago • 49
Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Models Paper • 2603.13985 • Published Mar 14 • 10
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL Paper • 2602.22190 • Published Feb 25 • 17
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL Paper • 2602.22190 • Published Feb 25 • 17
PRL: Process Reward Learning Improves LLMs' Reasoning Ability and Broadens the Reasoning Boundary Paper • 2601.10201 • Published Jan 15 • 9
PRL: Process Reward Learning Improves LLMs' Reasoning Ability and Broadens the Reasoning Boundary Paper • 2601.10201 • Published Jan 15 • 9
Visual Backdoor Attacks on MLLM Embodied Decision Making via Contrastive Trigger Learning Paper • 2510.27623 • Published Oct 31, 2025 • 13
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning Paper • 2510.12693 • Published Oct 14, 2025 • 28
Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models Paper • 2506.18945 • Published Jun 23, 2025 • 41
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents Paper • 2506.03143 • Published Jun 3, 2025 • 54
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning Paper • 2505.24846 • Published May 30, 2025 • 15
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning Paper • 2505.24846 • Published May 30, 2025 • 15
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL Paper • 2505.02391 • Published May 5, 2025 • 25
Rethinking Diverse Human Preference Learning through Principal Component Analysis Paper • 2502.13131 • Published Feb 18, 2025 • 37
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents Paper • 2502.09560 • Published Feb 13, 2025 • 35
DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models Paper • 2411.00836 • Published Oct 29, 2024 • 15