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20232026
most citedAttention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning

2 citations · 3 across the 7 of their papers we have counts for

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cs.AI2026

SeaSlides: Semantic Abstraction Layer for Agentic Slide Generation

Shengjun Fang, Chenyang Wu, Zongzhang Zhang

Agentic presentation generation must preserve source content, maintain coherent visual design, render specialized objects, and produce usable artifacts. Existing systems meet only…

cs.CL2026

ASTER: Agentic Scaling with Tool-integrated Extended Reasoning

Xuqin Zhang, Quan He, Zhenrui Zheng +3

Reinforcement learning (RL) has emerged as a dominant paradigm for eliciting long-horizon reasoning in Large Language Models (LLMs). However, scaling Tool-Integrated Reasoning (TIR…