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Amy Zhang

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 12:57 AM AMS

9

papers

234

total citations

papers (9)

Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability

NEURIPS 2021arXiv

Dual RL: Unification and New Methods for Reinforcement and Imitation Learning

Accelerating Exploration with Unlabeled Prior Data

NEURIPS 2023arXiv

Zero-Shot Reinforcement Learning via Function Encoders

Provably Efficient Offline Goal-Conditioned Reinforcement Learning with General Function Approximation and Single-Policy Concentrability

NEURIPS 2023arXiv

EC-Diffuser: Multi-Object Manipulation via Entity-Centric Behavior Generation

Information-Theoretic Reward Decomposition for Generalizable RLHF

NEURIPS 2025arXiv

Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory

f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences