Spotlight "reward function design" Papers

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RF-Agent: Automated Reward Function Design via Language Agent Tree Search

Ning Gao, Xiuhui Zhang, Xingyu Jiang et al.

NeurIPS 2025spotlight

Trajectory Graph Learning: Aligning with Long Trajectories in Reinforcement Learning Without Reward Design

Yunfan Li, Eric Liu, Lin Yang

NeurIPS 2025spotlight