Papers citing 'A Meta-Reinforcement Learning Algorithm for Causal Discovery'

Title
SSL Framework for Causal Inconsistency between Structures and Representations Hang Chen Xinyu Yang Keqing Du Wenya Wang 322 2 0 03 Jan 2025
Systems with Switching Causal Relations: A Meta-Causal PerspectiveInternational Conference on Learning Representations (ICLR), 2024 Moritz Willig Tim Nelson Tobiasch Florian Peter Busch Jonas Seng Devendra Singh Dhami Kristian Kersting CML 346 1 0 16 Oct 2024
OCDB: Revisiting Causal Discovery with a Comprehensive Benchmark and Evaluation Framework Wei Zhou Hong Huang Guowen Zhang Ruize Shi Kehan Yin Yuanyuan Lin Bang Liu CML 205 1 0 07 Jun 2024
Amortized Active Causal Induction with Deep Reinforcement Learning Yashas Annadani P. Tigas Stefan Bauer Adam Foster 195 3 0 26 May 2024
CausalPlayground: Addressing Data-Generation Requirements in Cutting-Edge Causality Research Andreas Sauter Erman Acar Aske Plaat SyDa CML 225 3 0 21 May 2024
ALCM: Autonomous LLM-Augmented Causal Discovery Framework Elahe Khatibi Mahyar Abbasian Zhongqi Yang Iman Azimi Amir M. Rahmani 345 26 0 02 May 2024
CORE: Towards Scalable and Efficient Causal Discovery with Reinforcement Learning Andreas Sauter N. Botteghi Erman Acar Aske Plaat CML 247 4 0 30 Jan 2024
Shapley-PC: Constraint-based Causal Structure Learning with a Shapley Inspired Framework Fabrizio Russo Francesca Toni 396 0 0 18 Dec 2023
Scalable Counterfactual Distribution Estimation in Multivariate Causal ModelsCLEaR (CLEaR), 2023 Thong Pham Shohei Shimizu H. Hino Tam Le 157 6 0 02 Nov 2023
A Survey on Causal Discovery Methods for I.I.D. and Time Series Data Uzma Hasan Emam Hossain Md. Osman Gani CML AI4TS 519 47 0 27 Mar 2023
Causal Deep Learning Jeroen Berrevoets Krzysztof Kacprzyk Zhaozhi Qian M. Schaar CML AI4CE 259 26 0 03 Mar 2023
Q-Cogni: An Integrated Causal Reinforcement Learning FrameworkIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 C. Cunha Wen Liu T. French Lin Wang 148 3 0 26 Feb 2023
High-Accuracy Model-Based Reinforcement Learning, a SurveyArtificial Intelligence Review (AIR), 2021 Aske Plaat W. Kosters Mike Preuss OffRL 125 46 0 17 Jul 2021