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Adam Lerer — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Adam Lerer
11
papers ·
484
citations ·
26
h-index
OpenAI (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Maintaining cooperation in complex social dilemmas using deep reinforcement learning
2017 · 114 citations
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games
2020 · 62 citations
"Other-Play" for Zero-Shot Coordination
2020 · 33 citations
Prosocial learning agents solve generalized Stag Hunts better than selfish ones
2017 · 16 citations
DREAM: Deep Regret minimization with Advantage baselines and Model-free learning
2020 · 13 citations
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning
2022 · 10 citations
Robust Multi-agent Counterfactual Prediction
2019 · 3 citations
Learning Existing Social Conventions via Observationally Augmented Self-Play
2018
Top co-authors
Alexander Peysakhovich
· 4
Noam Brown
· 3
Anton Bakhtin
· 2
Alexander H Miller
· 1
Alex Peysakhovich
· 1
Athul Paul Jacob
· 1
Christian Kroer
· 1
David J Wu
· 1
Eric Steinberger
· 1
Gabriele Farina
· 1
Hengyuan Hu
· 1
Jakob Foerster
· 1
Topics
Multi-Agent
Game AI
Model-Based RL
Value-Based
Safe RL
Offline RL
Meta-RL
RLHF & Alignment