Trajectory balance: Improved credit assignment in GFlowNets

Trajectory balance: Improved credit assignment in GFlowNets

31 January 2022

Nikolay Malkin

Moksh Jain

Emmanuel Bengio

Papers citing "Trajectory balance: Improved credit assignment in GFlowNets"

7 / 7 papers shown

Title
Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets Adam Younsi Abdalgader Abubaker M. Seddik Hakim Hacid Salem Lahlou LRM 37 48 0 28 Apr 2025
Process-Supervised LLM Recommenders via Flow-guided Tuning Chongming Gao Mengyao Gao Chenxiao Fan Shuai Yuan Wentao Shi Xiangnan He 58 2 0 10 Mar 2025
Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation Mohit Pandey G. Subbaraj Artem Cherkasov Martin Ester Emmanuel Bengio AI4CE 29 1 0 08 Mar 2025
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets Zhen Liu Tim Z. Xiao Weiyang Liu Yoshua Bengio Dinghuai Zhang 101 2 0 10 Dec 2024
GFlowNets and variational inference Nikolay Malkin Salem Lahlou T. Deleu Xu Ji J. E. Hu Katie Everett Dinghuai Zhang Yoshua Bengio BDL 105 57 0 02 Oct 2022
Soft Actor-Critic for Discrete Action Settings Petros Christodoulou OffRL 75 241 0 16 Oct 2019
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 187 1,205 0 12 Feb 2018