Summary of Qpo: Query-dependent Prompt Optimization Via Multi-loop Offline Reinforcement Learning, by Yilun Kong et al.
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learningby Yilun Kong, Hangyu Mao, Qi Zhao,…
Summary of Hologram Reasoning For Solving Algebra Problems with Geometry Diagrams, by Litian Huang et al.
Hologram Reasoning for Solving Algebra Problems with Geometry Diagramsby Litian Huang, Xinguo Yu, Feng Xiong,…
Summary of Strategist: Learning Strategic Skills by Llms Via Bi-level Tree Search, By Jonathan Light and Min Cai and Weiqin Chen and Guanzhi Wang and Xiusi Chen and Wei Cheng and Yisong Yue and Ziniu Hu
Strategist: Learning Strategic Skills by LLMs via Bi-Level Tree Searchby Jonathan Light, Min Cai, Weiqin…
Summary of Mallight: Influence-aware Coordinated Traffic Signal Control For Traffic Signal Malfunctions, by Qinchen Yang et al.
MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctionsby Qinchen Yang, Zejun Xie, Hua…
Summary of Reset-free Reinforcement Learning with World Models, by Zhao Yang et al.
Reset-free Reinforcement Learning with World Modelsby Zhao Yang, Thomas M. Moerland, Mike Preuss, Aske Plaat,…
Summary of Minor Dpo Reject Penalty to Increase Training Robustness, by Shiming Xie et al.
Minor DPO reject penalty to increase training robustnessby Shiming Xie, Hong Chen, Fred Yu, Zeye…
Summary of Demystifying Reinforcement Learning in Production Scheduling Via Explainable Ai, by Daniel Fischer et al.
Demystifying Reinforcement Learning in Production Scheduling via Explainable AIby Daniel Fischer, Hannah M. Hüsener, Felix…
Summary of Refine-lm: Mitigating Language Model Stereotypes Via Reinforcement Learning, by Rameez Qureshi et al.
REFINE-LM: Mitigating Language Model Stereotypes via Reinforcement Learningby Rameez Qureshi, Naïm Es-Sebbani, Luis Galárraga, Yvette…
Summary of Syntrac: a Synthetic Dataset For Traffic Signal Control From Traffic Monitoring Cameras, by Tiejin Chen et al.
SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring Camerasby Tiejin Chen, Prithvi…
Summary of Multi-agent Reinforcement Learning For Autonomous Driving: a Survey, by Ruiqi Zhang et al.
Multi-Agent Reinforcement Learning for Autonomous Driving: A Surveyby Ruiqi Zhang, Jing Hou, Florian Walter, Shangding…