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Thompson sampling for improved exploration in GFlowNets

Thompson sampling for improved exploration in GFlowNets

30 June 2023
Jarrid Rector-Brooks
Kanika Madan
Moksh Jain
Maksym Korablyov
Cheng-Hao Liu
Sarath Chandar
Nikolay Malkin
Yoshua Bengio
ArXiv (abs)PDFHTML

Papers citing "Thompson sampling for improved exploration in GFlowNets"

17 / 17 papers shown
Improved Exploration in GFlownets via Enhanced Epistemic Neural Networks
Improved Exploration in GFlownets via Enhanced Epistemic Neural Networks
Sajan Muhammad
Salem Lahlou
168
0
0
19 Jun 2025
Adaptive Destruction Processes for Diffusion Samplers
Adaptive Destruction Processes for Diffusion Samplers
Timofei Gritsaev
Nikita Morozov
Kirill Tamogashev
D. Tiapkin
S. Samsonov
A. Naumov
Dmitry Vetrov
Nikolay Malkin
291
3
0
02 Jun 2025
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets
Idriss Malek
Abhijit Sharma
Abhijith Sharma
Eric Moulines
Salem Lahlou
285
1
0
21 May 2025
Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training
Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training
Brian Bartoldson
S. Venkatraman
James Diffenderfer
Moksh Jain
Tal Ben-Nun
Seanie Lee
Minsu Kim
J. Obando-Ceron
Yoshua Bengio
B. Kailkhura
OffRL
313
11
0
24 Mar 2025
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
Genetic-guided GFlowNets for Sample Efficient Molecular OptimizationNeural Information Processing Systems (NeurIPS), 2024
Hyeon-Seob Kim
Minsu Kim
Sanghyeok Choi
Jinkyoo Park
332
13
0
31 Dec 2024
U-net based prediction of cerebrospinal fluid distribution and ventricular reflux grading
U-net based prediction of cerebrospinal fluid distribution and ventricular reflux gradingNMR in Biomedicine (NMR Biomed), 2024
Melanie Rieff
Fabian Holzberger
Oksana Lapina
Geir Ringstad
Lars Magnus Valnes
Bogna Warsza
Kent-Andre Mardal
Per Kristian Eide
Barbara Wohlmuth
404
9
0
06 Oct 2024
Sampling from Energy-based Policies using Diffusion
Sampling from Energy-based Policies using Diffusion
V. Jain
Tara Akhound-Sadegh
Siamak Ravanbakhsh
DiffM
528
7
0
02 Oct 2024
MetaGFN: Exploring Distant Modes with Adapted Metadynamics for Continuous GFlowNets
MetaGFN: Exploring Distant Modes with Adapted Metadynamics for Continuous GFlowNets
Dominic Phillips
F. Cipcigan
317
6
0
28 Aug 2024
GFlowNet Training by Policy Gradients
GFlowNet Training by Policy GradientsInternational Conference on Machine Learning (ICML), 2024
Puhua Niu
Shili Wu
Mingzhou Fan
Xiaoning Qian
304
3
0
12 Aug 2024
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
Ant Colony Sampling with GFlowNets for Combinatorial OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Minsu Kim
Sanghyeok Choi
Hyeon-Seob Kim
Jiwoo Son
Jinkyoo Park
Yoshua Bengio
393
49
0
11 Mar 2024
Improved off-policy training of diffusion samplers
Improved off-policy training of diffusion samplers
Marcin Sendera
Minsu Kim
Sarthak Mittal
Pablo Lemos
Luca Scimeca
Jarrid Rector-Brooks
Alexandre Adam
Yoshua Bengio
Nikolay Malkin
OffRL
697
41
0
07 Feb 2024
Investigating Generalization Behaviours of Generative Flow Networks
Investigating Generalization Behaviours of Generative Flow Networks
Lazar Atanackovic
Emmanuel Bengio
AI4CE
319
5
0
07 Feb 2024
Evolution Guided Generative Flow Networks
Evolution Guided Generative Flow Networks
Zarif Ikram
Ling Pan
Dianbo Liu
390
1
0
03 Feb 2024
Expected flow networks in stochastic environments and two-player
  zero-sum games
Expected flow networks in stochastic environments and two-player zero-sum gamesInternational Conference on Learning Representations (ICLR), 2023
Marco Jiralerspong
Bilun Sun
Danilo Vucetic
Tianyu Zhang
Yoshua Bengio
Gauthier Gidel
Nikolay Malkin
311
8
0
04 Oct 2023
Local Search GFlowNets
Local Search GFlowNetsInternational Conference on Learning Representations (ICLR), 2023
Minsu Kim
Taeyoung Yun
Emmanuel Bengio
Dinghuai Zhang
Yoshua Bengio
SungSoo Ahn
Jinkyoo Park
285
48
0
04 Oct 2023
Order-Preserving GFlowNets
Order-Preserving GFlowNetsInternational Conference on Learning Representations (ICLR), 2023
Yihang Chen
Lukas Mauch
429
14
0
30 Sep 2023
Symmetric Replay Training: Enhancing Sample Efficiency in Deep
  Reinforcement Learning for Combinatorial Optimization
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial OptimizationInternational Conference on Machine Learning (ICML), 2023
Hyeon-Seob Kim
Minsu Kim
SungSoo Ahn
Jinkyoo Park
OffRL
437
9
0
02 Jun 2023
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