Absolute Zero: Reinforced Self-play Reasoning with Zero Data Paper • 2505.03335 • Published May 6 • 169
ZeroSearch: Incentivize the Search Capability of LLMs without Searching Paper • 2505.04588 • Published about 1 month ago • 64
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning Paper • 2504.00891 • Published Apr 1 • 13
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31 • 285
Improved Visual-Spatial Reasoning via R1-Zero-Like Training Paper • 2504.00883 • Published Apr 1 • 64
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published Mar 27 • 39
OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning Paper • 2503.16081 • Published Mar 20 • 26
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Paper • 2503.22675 • Published Mar 28 • 35
Effectively Controlling Reasoning Models through Thinking Intervention Paper • 2503.24370 • Published Mar 31 • 19
Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model Paper • 2503.24290 • Published Mar 31 • 62
AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation Paper • 2503.19693 • Published Mar 25 • 75
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback Paper • 2503.22230 • Published Mar 28 • 44
ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback Paper • 2503.21332 • Published Mar 27 • 20