Researcher — paper.dinq.me

2026 顶会论文

作者位次 #4/4NeurIPS 2026Poster

Ad-Hoc Teamwork from Human Demonstrations

Darius Muglich · Niklas Lauffer · Tin Dizdarević · Jakob Foerster

社会与人本OpenReview

作者位次 #3/6NeurIPS 2026Poster

An Empirical Study on Noisy Data and LLM Pretraining Loss Divergence

Qizhen (Irene) Zhang · Ankush Garg · Jakob Foerster · Niladri S. Chatterji · Kshitiz Malik · Mike Lewis

数据与预训练OpenReview

作者位次 #7/7NeurIPS 2026Poster

Zero-Shot Coordination among LLM Agents

Adrian Hayler · Shashank Reddy Chirra · Andrei Lupu · Johannes Forkel · Bidipta Sarkar · Siheng Feng · Jakob Foerster

智能体与工具OpenReview

作者位次 #5/5NeurIPS 2026Poster· Reinforcement Learning / Multi-agent

High Entropy Regularization Leads to Symmetry Equivariant Policies in Dec-POMDPs

Johannes Forkel · Constantin Ruhdorfer · Michael Beukman · Andreas Bulling · Jakob Foerster

智能体与工具强化学习与后训练OpenReview

作者位次 #5/5NeurIPS 2026Poster· Applications / Language, Speech and Dialog

Intent Factored Generation: Unleashing the Diversity in Your Language Model

Eltayeb Ahmed · Uljad Berdica · Martha Elliott · Danijela Horak · Jakob Foerster

多模态检索与知识OpenReview

作者位次 #5/6NeurIPS 2026Poster

CivBench: A Long-Horizon Benchmark for Tool-Mediated Agents in Civilization VI

Austin T D Andrews · Liam Wilkinson · Jamie Heagerty · Harry Coppock · Jakob Foerster · Rui Costa

智能体与工具评测与基准OpenReview

作者位次 #11/16NeurIPS 2026Poster

Evaluating AI-based Scientific Knowledge Synthesis with Epidemiological Systematic Reviews

Shreyansh Padarha · Ryan Othniel Kearns · Tristan M Naidoo · Lingyi Yang · Łukasz Borchmann · Piotr Blaszczyk · Christian Morgenstern · Ruth McCabe · Sangeeta Bhatia · Philip Torr · Jakob Foerster · Scott Hale · Thomas Rawson · Anne Cori · Elizaveta Semenova · Adam Mahdi

推理评测与基准检索与知识OpenReview

作者位次 #23/25NeurIPS 2026Poster

AIRA 2: Overcoming Bottlenecks in AI Research Agents

Karen Hambardzumyan · Nicolas Baldwin · Edan Toledo · RISHI HAZRA · Michael Kuchnik · Bassel Al Omari · Thomas Foster · Anton Protopopov · Jean-Christophe Gagnon-Audet · Ishita Mediratta · Kelvin Niu · Michael Shvartsman · Alisia Lupidi · Alexis Audran-Reiss · Parth Pathak · Tatiana Shavrina · Despoina Magka · Hela Momand · Derek Dunfield · Nicola Cancedda · Pontus Lars Erik Saito Stenetorp · Carole-Jean Wu · Jakob Foerster · Yoram Bachrach · Martin Josifoski

智能体与工具检索与知识OpenReview

作者位次 #6/6NeurIPS 2026Poster

Asking the Right Questions: Improving Reasoning with Generated Stepping Stones

Hengyuan Hu · Tingchen Fu · Minqi Jiang · Alexander Miller · Yoram Bachrach · Jakob Foerster

推理OpenReview

作者位次 #4/8NeurIPS 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning

Hyperagents

Jenny Zhang · Bingchen Zhao · Wannan Yang · Jakob Foerster · Jeff Clune · Minqi Jiang · Sam Devlin · Tatiana Shavrina

OpenReview

作者位次 #5/6NeurIPS 2026Poster

Inverting the Bellman Equation: From $Q$-Values to World Models

Alistair Letcher · Mattie Fellows · Alexander D. Goldie · Jonathan Richens · Jakob Foerster · Oliver Richardson

OpenReview

作者位次 #6/7NeurIPS 2026Poster

Learning to Drive in New Cities Without Human Demonstrations

Zilin Wang · Saeed Rahmani · Daphne Cornelisse · Bidipta Sarkar · Alexander D. Goldie · Jakob Foerster · Shimon Whiteson