Jiaxuan Gao
6 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
distributed reinforcement learning
(2)
multi-agent reinforcement learning
(2)
model-based reinforcement learning
(1)
reward model
(1)
proximal policy optimization
(1)
cooperative game
(1)
training throughput
(1)
distributed system
(1)
atari benchmark
(1)
actor critic
(1)
human-ai cooperation
(1)
large batch size
(1)
zero-shot cooperation
(1)
hidden reward function
(1)
policy pool
(1)
dataflow abstraction
(1)
llms
(1)
alignment
(1)
ppo
(1)
dpo
(1)
Papers
Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study
ICML 2024
SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores
ICLR 2024
Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased
ICLR 2023
SpeedyZero: Mastering Atari with Limited Data and Time
ICLR 2023
Learning Efficient Multi-agent Cooperative Visual Exploration
ECCV 2022
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games
NeurIPS 2022