25 citations · 47 across the 10 of their papers we have counts for
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cs.AI2026
Agent-G: Gaussian Guidance for Agentic Reinforcement Learning
Zixuan Wang, Yanrui Miao, Zhengxi Lu +6
Hint-based reinforcement learning addresses reward sparsity in long-horizon agentic tasks by retaining a prefix of an expert trajectory before each rollout, letting the policy expl…
cs.AI2017★ 20 cited
DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting
Xingyi Cheng, Ruiqing Zhang, Jie Zhou +1
Predicting traffic conditions has been recently explored as a way to relieve traffic congestion. Several pioneering approaches have been proposed based on traffic observations of t…