影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
80.86/100
前 1.3%
全站排名 #837
发表论文19 篇
平均评分
年均产出6.3 篇/年
Scott Niekum
研究方向
Safe learning · Learning from demonstration · Inverse reinforcement learning · Robotics · Reinforcement learning · Imitation learning
11
Regularized Latent Dynamics Prediction is a Strong Baseline For Behavioral Foundation Models
ICLR 2026Poster
23
A Unifying Perspective on Unsupervised Reinforcement Learning Algorithms
ICLR 2026Rejected
10
A Descriptive and Normative Theory of Human Beliefs in RLHF
ICLR 2026Rejected
通讯18
Adaptive Margin RLHF via Preference over Preferences
ICLR 2026Rejected
通讯14
Evaluation-Aware Reinforcement Learning
ICLR 2026Desk Rejected
三作24
RLZero: Direct Policy Inference from Language Without In-Domain Supervision
NeurIPS 2025Poster
通讯26
Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning
ICLR 2025Poster
通讯23
An Optimal Discriminator Weighted Imitation Perspective for Reinforcement Learning
ICLR 2025Poster
17
Pareto-Optimal Learning from Preferences with Hidden Context
ICLR 2025Rejected
通讯19
Influencing Humans to Conform to Preference Models for RLHF
ICLR 2025Rejected
14
Pairwise or Pointwise? Evaluating Feedback Protocols for Bias in LLM-Based Evaluation
COLM 2025Poster
通讯