Adam Lerer - RankMe

57 papers A* 17A 2C 3Journal 30Unranked 5

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Attention Sorting Combats Recency Bias In Long Context Language Models. CoRR Alexander Peysakhovich, Adam Lerer
2023	A*	`conf`	Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. ICLR Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown
2022	J	`jnl`	Efficient Heterogeneous Treatment Effect Estimation With Multiple Experiments and Multiple Outcomes. CoRR Leon Yao, Caroline Lo, Israel Nir, Sarah Tan, Ariel Evnine, Adam Lerer, Alex Peysakhovich
2022	J	`jnl`	Equilibrium Finding in Normal-Form Games Via Greedy Regret Minimization. CoRR Hugh Zhang, Adam Lerer, Noam Brown
2022	A*	`conf`	Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization. AAAI Hugh Zhang, Adam Lerer, Noam Brown
2022	J	`jnl`	Human-AI Coordination via Human-Regularized Search and Learning. CoRR Hengyuan Hu, David J. Wu, Adam Lerer, Jakob N. Foerster, Noam Brown
2022	J	`jnl`	IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding. IEEE Trans. Pattern Anal. Mach. Intell. Ronan Riochet, Mario Ynocente Castro, Mathieu Bernard, Adam Lerer, Rob Fergus, Véronique Izard, Emmanuel Dupoux
2022	A*	`conf`	Learning inverse folding from millions of predicted structures. ICML Chloe Hsu, Robert Verkuil, Jason Liu, Zeming Lin, Brian Hie, Tom Sercu, Adam Lerer, Alexander Rives
2022	J	`jnl`	Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. CoRR Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown
2022	A*	`conf`	Modeling Strong and Human-Like Gameplay with KL-Regularized Search. ICML Athul Paul Jacob, David J. Wu, Gabriele Farina, Adam Lerer, Hengyuan Hu, Anton Bakhtin, Jacob Andreas, Noam Brown
2021	A*	`conf`	CryoDRGN2: Ab initio neural reconstruction of 3D protein structures from real cryo-EM images. ICCV Ellen D. Zhong, Adam Lerer, Joseph H. Davis, Bonnie Berger
2021	A*	`conf`	Human-Level Performance in No-Press Diplomacy via Equilibrium Search. ICLR Jonathan Gray, Adam Lerer, Anton Bakhtin, Noam Brown
2021	J	`jnl`	Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings. CoRR Hengyuan Hu, Adam Lerer, Noam Brown, Jakob N. Foerster
2021	J	`jnl`	Modeling Strong and Human-Like Gameplay with KL-Regularized Search. CoRR Athul Paul Jacob, David J. Wu, Gabriele Farina, Adam Lerer, Anton Bakhtin, Jacob Andreas, Noam Brown
2021	A*	`conf`	No-Press Diplomacy from Scratch. NeurIPS Anton Bakhtin, David J. Wu, Adam Lerer, Noam Brown
2021	J	`jnl`	No-Press Diplomacy from Scratch. CoRR Anton Bakhtin, David J. Wu, Adam Lerer, Noam Brown
2021	A*	`conf`	Off-Belief Learning. ICML Hengyuan Hu, Adam Lerer, Brandon Cui, Luis Pineda, Noam Brown, Jakob N. Foerster
2021	J	`jnl`	Off-Belief Learning. CoRR Hengyuan Hu, Adam Lerer, Brandon Cui, Luis Pineda, David J. Wu, Noam Brown, Jakob N. Foerster
2020	A*	`conf`	"Other-Play" for Zero-Shot Coordination. ICML Hengyuan Hu, Adam Lerer, Alex Peysakhovich, Jakob N. Foerster
2020	J	`jnl`	"Other-Play" for Zero-Shot Coordination. CoRR Hengyuan Hu, Adam Lerer, Alex Peysakhovich, Jakob N. Foerster
2020	A*	`conf`	Combining Deep Reinforcement Learning and Search for Imperfect-Information Games. NeurIPS Noam Brown, Anton Bakhtin, Adam Lerer, Qucheng Gong
2020	J	`jnl`	Combining Deep Reinforcement Learning and Search for Imperfect-Information Games. CoRR Noam Brown, Anton Bakhtin, Adam Lerer, Qucheng Gong
2020	J	`jnl`	DREAM: Deep Regret minimization with Advantage baselines and Model-free learning. CoRR Eric Steinberger, Adam Lerer, Noam Brown
2020	J	`jnl`	Human-Level Performance in No-Press Diplomacy via Equilibrium Search. CoRR Jonathan Gray, Adam Lerer, Anton Bakhtin, Noam Brown
2020	A*	`conf`	Improving Policies via Search in Cooperative Partially Observable Games. AAAI Adam Lerer, Hengyuan Hu, Jakob N. Foerster, Noam Brown
2020	A*	`conf`	Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian. NeurIPS Jack Parker-Holder, Luke Metz, Cinjon Resnick, Hengyuan Hu, Adam Lerer, Alistair Letcher, Alexander Peysakhovich, Aldo Pacchiano, Jakob N. Foerster
2020	J	`jnl`	Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian. CoRR Jack Parker-Holder, Luke Metz, Cinjon Resnick, Hengyuan Hu, Adam Lerer, Alistair Letcher, Alex Peysakhovich, Aldo Pacchiano, Jakob N. Foerster
2020	J	`jnl`	Scalable Graph Neural Networks for Heterogeneous Graphs. CoRR Lingfan Yu, Jiajun Shen, Jinyang Li, Adam Lerer
2019	A*	`conf`	Deep Counterfactual Regret Minimization. ICML Noam Brown, Adam Lerer, Sam Gross, Tuomas Sandholm
2019	J	`jnl`	Improving Policies via Search in Cooperative Partially Observable Games. CoRR Adam Lerer, Hengyuan Hu, Jakob N. Foerster, Noam Brown
2019	C	`conf`	Learning Existing Social Conventions via Observationally Augmented Self-Play. AIES Adam Lerer, Alexander Peysakhovich
2019	J	`jnl`	PyTorch-BigGraph: A Large-scale Graph Embedding System. CoRR Adam Lerer, Ledell Wu, Jiajun Shen, Timothée Lacroix, Luca Wehrstedt, Abhijit Bose, Alexander Peysakhovich
2019	A*	`conf`	PyTorch: An Imperative Style, High-Performance Deep Learning Library. NeurIPS Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Z. Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, Soumith Chintala
2019	J	`jnl`	PyTorch: An Imperative Style, High-Performance Deep Learning Library. CoRR Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Z. Yang, Zach DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, Soumith Chintala
2019	—	`conf`	Pytorch-BigGraph: A Large Scale Graph Embedding System. SysML Adam Lerer, Ledell Wu, Jiajun Shen, Timothée Lacroix, Luca Wehrstedt, Abhijit Bose, Alex Peysakhovich
2019	A*	`conf`	Robust Multi-agent Counterfactual Prediction. NeurIPS Alexander Peysakhovich, Christian Kroer, Adam Lerer
2019	J	`jnl`	Robust Multi-agent Counterfactual Prediction. CoRR Alexander Peysakhovich, Christian Kroer, Adam Lerer
2018	A*	`conf`	Composable Planning with Attributes. ICML Amy Zhang, Sainbayar Sukhbaatar, Adam Lerer, Arthur Szlam, Rob Fergus
2018	J	`jnl`	Composable Planning with Attributes. CoRR Amy Zhang, Adam Lerer, Sainbayar Sukhbaatar, Rob Fergus, Arthur Szlam
2018	—	`conf`	Consequentialist Conditional Cooperation in Social Dilemmas with Imperfect Information (Short Workshop Version). AAAI Workshops Alexander Peysakhovich, Adam Lerer
2018	—	`conf`	Consequentialist conditional cooperation in social dilemmas with imperfect information. ICLR (Poster) Alexander Peysakhovich, Adam Lerer
2018	J	`jnl`	Deep Counterfactual Regret Minimization. CoRR Noam Brown, Adam Lerer, Sam Gross, Tuomas Sandholm
2018	J	`jnl`	IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning. CoRR Ronan Riochet, Mario Ynocente Castro, Mathieu Bernard, Adam Lerer, Rob Fergus, Véronique Izard, Emmanuel Dupoux
2018	J	`jnl`	Learning Social Conventions in Markov Games. CoRR Adam Lerer, Alexander Peysakhovich
2018	A	`conf`	Prosocial Learning Agents Solve Generalized Stag Hunts Better than Selfish Ones. AAMAS Alexander Peysakhovich, Adam Lerer
2018	—	`conf`	Towards AI that Can Solve Social Dilemmas. AAAI Spring Symposia Alexander Peysakhovich, Adam Lerer
2017	J	`jnl`	Consequentialist conditional cooperation in social dilemmas with imperfect information. CoRR Alexander Peysakhovich, Adam Lerer
2017	J	`jnl`	Maintaining cooperation in complex social dilemmas using deep reinforcement learning. CoRR Adam Lerer, Alexander Peysakhovich
2017	J	`jnl`	Prosocial learning agents solve generalized Stag Hunts better than selfish ones. CoRR Alexander Peysakhovich, Adam Lerer
2016	A	`conf`	A MultiPath Network for Object Detection. BMVC Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, Pedro Oliveira Pinheiro, Sam Gross, Soumith Chintala, Piotr Dollár
2016	J	`jnl`	A MultiPath Network for Object Detection. CoRR Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, Pedro H. O. Pinheiro, Sam Gross, Soumith Chintala, Piotr Dollár
2016	A*	`conf`	Learning Physical Intuition of Block Towers by Example. ICML Adam Lerer, Sam Gross, Rob Fergus
2016	J	`jnl`	Learning Physical Intuition of Block Towers by Example. CoRR Adam Lerer, Sam Gross, Rob Fergus
2010	—	`conf`	Evaluation of IVR data collection UIs for untrained rural users. ACM DEV Adam Lerer, Molly Ward, Saman P. Amarasinghe
2010	C	`conf`	Open data kit: tools to build information services for developing regions. ICTD Carl Hartung, Adam Lerer, Yaw Anokwa, Clint Tseng, Waylon Brunette, Gaetano Borriello
2009	C	`conf`	A new generation of open source data collection tools. ICTD Yaw Anokwa, Carl Hartung, Adam Lerer, Brian DeRenzi, Gaetano Borriello
2009	J	`jnl`	Open Source Data Collection in the Developing World. Computer Yaw Anokwa, Carl Hartung, Waylon Brunette, Gaetano Borriello, Adam Lerer