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 • 11
Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Models Paper • 2603.13985 • Published Mar 14 • 11
Future-KL Regularized GRPO: Process-Level Credit Assignment from $f$-Divergence Regularization Paper • 2601.10201 • Published May 23 • 10
Future-KL Regularized GRPO: Process-Level Credit Assignment from f-Divergence Regularization Paper • 2601.10201 • Published May 23 • 10
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advprm-n5-eta200-stepLen256-stepSplit-length-step300 4B • Updated Dec 19, 2025 • 1
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advprm-n5-eta200-stepLen256-stepSplit-length-step250 4B • Updated Dec 19, 2025 • 2
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advprm-n5-eta200-stepLen256-stepSplit-length-step400 4B • Updated Dec 18, 2025 • 2
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advprm-n5-eta200-stepLen256-stepSplit-length-step400 4B • Updated Dec 18, 2025 • 2
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advprm-n5-eta200-stepLen256-stepSplit-length-step300 4B • Updated Dec 19, 2025 • 1
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advprm-n5-eta200-stepLen256-stepSplit-length-step250 4B • Updated Dec 19, 2025 • 2
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advorm-n5-eta200-stepLen256-stepSplit-length-step250 4B • Updated Dec 18, 2025 • 2
PRM-CoT/Llama-3.2-1B-Instruct-numina-grpo-prm_advorm-n5-eta200-stepLen256-stepSplit-length-step250 1B • Updated Dec 18, 2025 • 2
PRM-CoT/Llama-3.2-1B-Instruct-numina-grpo-prm_advorm-n5-eta200-stepLen256-stepSplit-length-step250 1B • Updated Dec 18, 2025 • 2
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advorm-n5-eta200-stepLen256-stepSplit-length-step250 4B • Updated Dec 18, 2025 • 2
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advorm-n5-eta100-stepLen256-stepSplit-nn-step200 4B • Updated Dec 15, 2025 • 2
PRM-CoT/Llama-3.2-3B-Instruct-numina-grpo-prm_advorm-n5-eta100-stepLen256-stepSplit-nn-step200 4B • Updated Dec 15, 2025 • 2