Efficient Exploration in Resource-Restricted Reinforcement Learning

Efficient Exploration in Resource-Restricted Reinforcement Learning

14 December 2022

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Papers citing "Efficient Exploration in Resource-Restricted Reinforcement Learning"

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Title
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Ziyi Wang Jun Wang Chi Ma Huiling Zhen Mingxuan Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 322 0 0 05 May 2025
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming Haoyang Liu Jie Wang Zijie Geng Xijun Li Yuxuan Zong Fangzhou Zhu Jianye Hao Feng Wu 108 4 0 03 Mar 2025
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions Rui Yang Jie Wang Guoping Wu Yangqiu Song AAML OffRL 135 3 0 01 Nov 2024
Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs Yao Lai Jinxin Liu Yao Lai Ping Luo 119 5 0 10 May 2024
Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming Jie Wang Zhihai Wang Xijun Li Yufei Kuang Zhihao Shi Fangzhou Zhu Mingxuan Yuan Jianguo Zeng Yongdong Zhang Feng Wu 83 8 0 19 Apr 2024
Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming Haotian Ling Zhihai Wang Jie Wang 75 6 0 31 Jan 2024
State Sequences Prediction via Fourier Transform for Representation Learning Mingxuan Ye Yufei Kuang Jie Wang Rui Yang Wen-gang Zhou Houqiang Li Feng Wu AI4TS 88 8 0 24 Oct 2023
ChiPFormer: Transferable Chip Placement via Offline Decision Transformer Yao Lai Jinxin Liu Zhentao Tang Bin Wang Jianye Hao Ping Luo OffRL 93 43 0 26 Jun 2023
A Review for Deep Reinforcement Learning in Atari:Benchmarks, Challenges, and Solutions Jiajun Fan OffRL 85 21 0 08 Dec 2021