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Alexander Peysakhovich — most-cited papers & profile · Reinforcement Learning
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overview
Alexander Peysakhovich
8
papers ·
158
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Maintaining cooperation in complex social dilemmas using deep reinforcement learning
2017 · 114 citations
Backplay: "Man muss immer umkehren"
2018 · 25 citations
Prosocial learning agents solve generalized Stag Hunts better than selfish ones
2017 · 16 citations
Robust Multi-agent Counterfactual Prediction
2019 · 3 citations
Reward Weighted Classifier-Free Guidance as Policy Improvement in Autoregressive Models
2026
Learning Existing Social Conventions via Observationally Augmented Self-Play
2018
Reinforcement Learning and Inverse Reinforcement Learning with System 1 and System 2
2018
Top co-authors
Adam Lerer
· 4
Christian Kroer
· 1
Cinjon Resnick
· 1
Joan Bruna
· 1
Kyunghyun Cho
· 1
Roberta Raileanu
· 1
Sanyam Kapoor
· 1
William Berman
· 1
Topics
Multi-Agent
Game AI
Value-Based
Offline RL
Model-Based RL
cs.LG
cs.AI
Safe RL
RLHF & Alignment