Lili Wu

4 papers · 2022–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ICML (2) CLeaR (1) UAI (1)

Top co-authors

Shu Yang (2) Yonathan Efroni (1) Ben Evans (1) Miroslav Dudı́k (1) Yuda Song (1) Yuwen Cheng (1) Akshay Krishnamurthy (1) Riashat Islam (1) Dylan J Foster (1) Byron Xu (1)

Research topics

Artificial Intelligence (2) Reinforcement Learning (2) Core AI (2) Methods (2) Machine Learning (1) Robotics (1) Capabilities (1) Core Methods (1) Learning Paradigms (1)

Keywords

causal inference (1) representation learning (1) model misspecification (1) hierarchical planning (1) inverse dynamics (1) sampling efficiency (1) observational study (1) goal-conditioned policy (1) latent dynamics (1) treatment effect (1) latent state (1) randomized experiment (1) heterogeneous treatment effect (1) neyman orthogonality (1) lipschitz continuous (1) statistical complexity (1) experimental study (1) external control (1) double penalty (1) sample-efficient (1)

Papers

PcLast: Discovering Plannable Continuous Latent States ICML 2024 Rich-Observation Reinforcement Learning with Continuous Latent Dynamics ICML 2024 Enhancing Treatment Effect Estimation: A Model Robust Approach Integrating Randomized Experiments and External Controls using the Double Penalty Integration Estimator UAI 2023 Integrative R-learner of heterogeneous treatment effects combining experimental and observational studies CLeaR 2022