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全站排名 #957
发表论文30 篇
平均评分5.1
年均产出10.0 篇/年

Jeff Schneider

Researcher@Carnegie Mellon University·美国·OpenReview
研究方向

self driving cars · autonomy · nuclear fusion · reinforcement learning · learning control · active learning · bayesian optimization · bandits

6.0
12

Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning

ICLR 2026Poster
通讯
4.8
12

Distractor-Robust Reinforcement Learning via Variational Bisimulation

ICLR 2026Rejected
三作
4.7
15

Accelerating Diffusion Planners in Offline RL via Reward-Aware Consistency Trajectory Distillation

ICLR 2026Poster
通讯
4.5
14

TD-M(PC)$^2$: Improving Temporal Difference MPC Through Policy Constraint

ICLR 2026Withdrawn
三作
4.5
11

Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning

ICLR 2026Rejected
通讯
4.0
23

Teaching LLMs When to Stop Seeking and Start Acting

ICLR 2026Rejected
三作
4.0
6

Graph Transformer Neural Processes

ICLR 2026Rejected
通讯
4.0
11

Occupancy Reward Shaping: Improving Credit Assignment for Offline Goal-Conditioned Reinforcement Learning

ICLR 2026Poster
通讯
3.0
12

Calibration-Guided Quantile Regression

ICLR 2026Rejected
通讯
3.0
9

Verlog: An Efficient Synchronized Multi-turn RL Framework for LLM Agents

ICLR 2026Rejected
通讯
2.7
5

Can Large Reasoning Models Self-Train?

ICLR 2026Rejected
7.8
15

Training a Generally Curious Agent

ICML 2025Oral
7.3
29

Improving Model-Based Reinforcement Learning by Converging to Flatter Minima

NeurIPS 2025Poster
通讯
7.3
20

What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions

NeurIPS 2025Poster
6.8
16

Efficient Bayesian Experiment Design with Equivariant Networks

NeurIPS 2025Poster
三作
6.8
26

Retrospective In-Context Learning for Temporal Credit Assignment with Large Language Models

NeurIPS 2025Poster
通讯
6.3
12

Sample Efficient Preference Alignment in LLMs via Active Exploration

COLM 2025Poster
6.0
17

DynaBO: Dynamic Model Bayesian Optimization for Tokamak Control

ICLR 2025Rejected
通讯
5.5
8

Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks

ICML 2025Poster
通讯
5.5
20

Large-Scale Training Data Attribution with Efficient Influence Functions

ICLR 2025Rejected
5.3
25

Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning

ICLR 2025Rejected
三作
4.5
34

State Combinatorial Generalization In Decision Making With Conditional Diffusion Models

ICLR 2025Rejected
通讯
4.3
6

Beyond Parameter Count: Implicit Bias in Soft Mixture of Experts

ICLR 2025Rejected
三作
4.0
17

Towards Off-Road Autonomous Driving via Planner Guided Policy Optimization

ICLR 2025Rejected
三作
3.7
19

Accelerated Online Reinforcement Learning using Auxiliary Start State Distributions

ICLR 2025Rejected
三作
合作者 (20)