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Pierre Baldi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Pierre Baldi
21
papers ·
128
citations ·
119
h-index
University of California, Irvine · Irvine University
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Most-cited papers
Language Models can Solve Computer Tasks
2023 · 68 citations
Solving the Rubik's Cube Without Human Knowledge
2018 · 18 citations
Curiosity-Driven Multi-Criteria Hindsight Experience Replay
2019 · 11 citations
Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games
2020 · 10 citations
XDO: A Double Oracle Algorithm for Extensive-Form Games
2021 · 5 citations
Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning
2020 · 4 citations
Self-Play PSRO: Toward Optimal Populations in Two-Player Zero-Sum Games
2022 · 1 citations
Anytime PSRO for Two-Player Zero-Sum Games
2022
Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments
2022
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors
2023
Realizable Continuous-Space Shields for Safe Reinforcement Learning
2024
Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distractions
2024
Top co-authors
Stephen McAleer
· 8
JB Lanier
· 5
Roy Fox
· 5
Kyungmin Kim
· 3
Roy Fox
· 3
John Lanier
· 2
Kevin Wang
· 2
Tuomas Sandholm
· 2
Alexander Shmakov
· 1
Andoni Rodriguez
· 1
Benjami Parellada
· 1
Cesar Sanchez
· 1
Topics
Game AI
Multi-Agent
Meta-RL
Safe RL
Model-Based RL
Exploration
Policy Gradient
RLHF & Alignment
Value-Based