conftrace_

exogenous variable

8 papers

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Co-occurring keywords

time series forecasting (364) counterfactual reasoning (230) markov decision process (790) offline reinforcement learning (492) causal inference (1630) virtual machine (14) exogenous input (2) temporal feature (53) exogenous noise (2) potential outcome (24)

Papers

XLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs AAAI 2026
ExoTimer: Leveraging Large Language Models for Time Series Forecasting with Exogenous Variables AAAI 2026
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NIPS 2024
Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning (Abstract Reprint) AAAI 2024
Counterfactuals for the Future AAAI 2023
Hindsight Learning for MDPs with Exogenous Inputs ICML 2023
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks EMNLP 2022
Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning ICML 2018