Adam Lerer

发表

Automatic differentiation in PyTorch

Luca Antiga, Soumith Chintala, Sam Gross, 2017 .

PyTorch: An Imperative Style, High-Performance Deep Learning Library

Natalia Gimelshein, Alykhan Tejani, Soumith Chintala, 2019, NeurIPS.

Learning Physical Intuition of Block Towers by Example

Rob Fergus, Sam Gross, Adam Lerer, 2016, ICML.

A MultiPath Network for Object Detection pdf

Soumith Chintala, Sergey Zagoruyko, Pedro H. O. Pinheiro, 2016, BMVC.

Prosocial Learning Agents Solve Generalized Stag Hunts Better than Selfish Ones Extended Abstract pdf

Alexander Peysakhovich, Adam Lerer, Adam Lerer, 2018 .

Deep Counterfactual Regret Minimization

Tuomas Sandholm, Sam Gross, Adam Lerer, 2018, ICML.

IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding

Emmanuel Dupoux, Rob Fergus, Adam Lerer, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding

Adam Lerer, Ronan Riochet, M. Castro, 2020 .

DREAM: Deep Regret minimization with Advantage baselines and Model-free learning

Adam Lerer, Noam Brown, Eric Steinberger, 2020, ArXiv.

"Other-Play" for Zero-Shot Coordination

Jakob N. Foerster, Adam Lerer, A. Peysakhovich, 2020, ICML.

Towards AI that Can Solve Social Dilemmas

Alexander Peysakhovich, Adam Lerer, Adam Lerer, 2018, AAAI Spring Symposia.

Learning inverse folding from millions of predicted structures

Zeming Lin, Adam Lerer, Alexander Rives, 2022, bioRxiv.

Efficient Heterogeneous Treatment Effect Estimation With Multiple Experiments and Multiple Outcomes

Adam Lerer, A. Peysakhovich, S. Tan, 2022, ArXiv.

Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning

Alexander H. Miller, Athul Paul Jacob, Adam Lerer, 2022, ArXiv.

Human-level play in the game of Diplomacy by combining language models with strategic reasoning

Alexander H. Miller, Athul Paul Jacob, Adam Lerer, 2022, Science.

No-Press Diplomacy from Scratch pdf

Adam Lerer, Noam Brown, Anton Bakhtin, 2021, NeurIPS.

Learning Existing Social Conventions via Observationally Augmented Self-Play

Alexander Peysakhovich, Adam Lerer, Adam Lerer, 2018, AIES.

Learning Existing Social Conventions in Markov Games

Alexander Peysakhovich, Adam Lerer, Adam Lerer, 2018, 1806.10071.

Learning Social Conventions in Markov Games pdf

Alexander Peysakhovich, Adam Lerer, Adam Lerer, 2018, ArXiv.

Equilibrium Finding in Normal-Form Games Via Greedy Regret Minimization

Adam Lerer, Noam Brown, Hugh Zhang, 2022, AAAI.

SIMBA: SIngle-cell eMBedding Along with features

Michael E. Vinyard, Adam Lerer, Huidong Chen, 2021, bioRxiv.

Consequentialist conditional cooperation in social dilemmas with imperfect information

Alexander Peysakhovich, Adam Lerer, Adam Lerer, 2017, AAAI Workshops.

Off-Belief Learning pdf

Brandon Cui, Adam Lerer, Noam Brown, 2021, ICML.

Combining Deep Reinforcement Learning and Search for Imperfect-Information Games pdf

Adam Lerer, Noam Brown, Anton Bakhtin, 2020, NeurIPS.

Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian pdf

Aldo Pacchiano, Jack Parker-Holder, Luke Metz, 2020, NeurIPS.

Improving Policies via Search in Cooperative Partially Observable Games

Jakob N. Foerster, Adam Lerer, Noam Brown, 2019, AAAI.

PyTorch-BigGraph: A Large-scale Graph Embedding System pdf

Alexander Peysakhovich, Jiajun Shen, Abhijit Bose, 2019, SysML.

IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning pdf

Emmanuel Dupoux, Rob Fergus, Mathieu Bernard, 2018, ArXiv.

Maintaining cooperation in complex social dilemmas using deep reinforcement learning pdf

Alexander Peysakhovich, Adam Lerer, Adam Lerer, 2017, ArXiv.

Modeling Strong and Human-Like Gameplay with KL-Regularized Search

Athul Paul Jacob, Adam Lerer, A. Bakhtin, 2021, ICML.

Composable Planning with Attributes pdf

Rob Fergus, Arthur Szlam, Sainbayar Sukhbaatar, 2018, ICML.

Human-Level Performance in No-Press Diplomacy via Equilibrium Search pdf

Jonathan Gray, Adam Lerer, Noam Brown, 2020, ICLR.

Human-AI Coordination via Human-Regularized Search and Learning

Adam Lerer, Noam Brown, Hengyuan Hu, 2022, ArXiv.

Prosocial learning agents solve generalized Stag Hunts better than selfish ones

Adam Lerer, A. Peysakhovich, 2017, AAMAS.

Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings pdf

Adam Lerer, Noam Brown, Hengyuan Hu, 2021, ArXiv.

FetchSGD: Communication-Efﬁcient Federated Learning with Sketching

Jeff Wu, Alec Radford, Dario Amodei, 2022 .

Scalable Graph Neural Networks for Heterogeneous Graphs pdf

Lingfan Yu, Jiajun Shen, Adam Lerer, 2020, ArXiv.

Combining Deep Reinforcement Learning and Search for Imperfect-Information Games

Adam Lerer, Qucheng Gong, A. Bakhtin, 2020, NeurIPS.

Attention Sorting Combats Recency Bias In Long Context Language Models

Adam Lerer, A. Peysakhovich, 2023, ArXiv.

Robust Multi-agent Counterfactual Prediction

Alexander Peysakhovich, Christian Kroer, Adam Lerer, 2019, NeurIPS.

One-Step Diffusion Distillation via Deep Equilibrium Models

Siddhant M. Jayakumar, J. Z. Kolter, Raphael Lopez Kaufman, 2023, NeurIPS.