Discrete Probabilistic Inference as Control in Multi-path Environments

Discrete Probabilistic Inference as Control in Multi-path Environments

15 February 2024

Nikolay Malkin

Papers citing "Discrete Probabilistic Inference as Control in Multi-path Environments"

8 / 8 papers shown

Title
GFlowNet Training by Policy Gradients Puhua Niu Shili Wu Mingzhou Fan Xiaoning Qian 68 1 0 12 Aug 2024
Crystal-GFN: sampling crystals with desirable properties and constraints Mila AI4Science Alex Hernandez-Garcia Alexandre Duval Alexandra Volokhova Yoshua Bengio Divya Sharma P. Carrier Yasmine Benabed Michal Koziarski Victor Schmidt 111 9 0 07 Oct 2023
CFlowNets: Continuous Control with Generative Flow Networks Yinchuan Li Shuang Luo Haozhi Wang Jianye Hao 72 14 0 04 Mar 2023
GFlowNets and variational inference Nikolay Malkin Salem Lahlou T. Deleu Xu Ji J. E. Hu Katie Everett Dinghuai Zhang Yoshua Bengio BDL 108 57 0 02 Oct 2022
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization Leo Feng Padideh Nouri Aneri Muni Yoshua Bengio Pierre-Luc Bacon 81 4 0 13 Sep 2022
Trajectory balance: Improved credit assignment in GFlowNets Nikolay Malkin Moksh Jain Emmanuel Bengio Chen Sun Yoshua Bengio 132 113 0 31 Jan 2022
Soft Actor-Critic for Discrete Action Settings Petros Christodoulou OffRL 75 241 0 16 Oct 2019
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 161 825 0 07 Jun 2018