conftrace_

causal reinforcement learning

5 papers

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Also known as

CRL

Co-occurring keywords · papers mentioning both

causal inference (2) confounded observational data (1) patient-specific reasoning (1) probabilistic safety certificate (1) counterfactual realizability (1) long-term risk (1) causal hierarchy (1) treatment recommendation (1) counterfactual distribution (1) neuro-symbolic framework (1)

Papers

Delphi: A Neuro-Symbolic Framework for Individualized, Safe and Interpretable Treatment Recommendation AAAI 2026 Counterfactual Realizability ICLR 2025 Safety Certificate against Latent Variables with Partially Unidentifiable Dynamics ICML 2025 Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning NeurIPS 2024 Provably Efficient Causal Reinforcement Learning with Confounded Observational Data NeurIPS 2021