DNS: Determinantal Point Process Based Neural Network Sampler for
Ensemble Reinforcement Learning

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DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning

31 January 2022

Kizza M Nandyose Frisbee

Mariano Phielipp

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Papers citing "DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning"

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Title
Fusion-PSRO: Nash Policy Fusion for Policy Space Response Oracles Jiesong Lian Yucong Huang Chengdong Ma Mingzhi Wang Ying Wen Long Hu Yixue Hao 156 1 0 31 May 2024
Heuristic Algorithm-based Action Masking Reinforcement Learning (HAAM-RL) with Ensemble Inference Method Kyuwon Choi Cheolkyun Rho Taeyoun Kim D. Choi OffRL 55 0 0 21 Mar 2024
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning Dohyeok Lee Seung Han Taehyun Cho Jungwoo Lee OffRL 92 2 0 06 Jan 2024
Diversity from Human Feedback Ren-Jian Wang Ke Xue Yutong Wang Peng Yang Haobo Fu Qiang Fu Chao Qian 79 3 0 10 Oct 2023
Ensemble Reinforcement Learning: A Survey Yanjie Song Ponnuthurai Nagaratnam Suganthan Witold Pedrycz Junwei Ou Yongming He Y. Chen Yutong Wu OffRL 91 41 0 05 Mar 2023
Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size Alexander Nikulin Vladislav Kurenkov Denis Tarasov Dmitry Akimov Sergey Kolesnikov OffRL 86 15 0 20 Nov 2022