causal bandit

Federated Combinatorial Causal Bandits with Heterogeneous Causal Influences UAI 2026 The Minimal Search Space for Conditional Causal Bandits UAI 2026 Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals ICML 2024 Causal Bandits with General Causal Models and Interventions AISTATS 2024 Confounded Budgeted Causal Bandits CLeaR 2024 Linear Causal Bandits: Unknown Graph and Soft Interventions NeurIPS 2024 Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits NeurIPS 2024 Additive Causal Bandits with Unknown Graph ICML 2023 Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders NeurIPS 2023 Causal Bandits for Linear Structural Equation Models JMLR 2023 Combinatorial Pure Exploration of Causal Bandits ICLR 2023 Learning good interventions in causal graphs via covering UAI 2023 Adaptively Exploiting d-Separators with Causal Bandits NeurIPS 2022 Causal Bandits without prior knowledge using separating sets CLeaR 2022 Causal Bandits with Unknown Graph Structure NeurIPS 2021 Regret Analysis of Bandit Problems with Causal Background Knowledge UAI 2020 Structural Causal Bandits with Non-Manipulable Variables AAAI 2019 Causal Bandits with Propagating Inference ICML 2018 Structural Causal Bandits: Where to Intervene? NeurIPS 2018 Causal Bandits: Learning Good Interventions via Causal Inference NeurIPS 2016