Ryan Sullivan
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π£ Hot Topic Early Bird π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π₯
Mega-Team
(20)
π₯
Unstoppable
(5)
Conferences
NIPS (4)
AAAI (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
proximal policy optimization
(3)
policy gradient
(2)
reinforcement learning
(2)
preference alignment
(1)
procedural generation
(1)
deep learning
(1)
reinforcement learning from human feedback
(1)
variance reduction
(1)
optimization landscape
(1)
multi-objective optimization
(1)
policy training
(1)
parameter-efficient finetuning
(1)
multi-agent environment
(1)
inference time
(1)
multi-task training
(1)
analytical gradient
(1)
large language model
(1)
reward surface
(1)
reinforcement learning environment
(1)
multi-agent system
(1)
Papers
Robust Multi-Objective Preference Alignment with Online DPO
AAAI 2025
Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning
EMNLP 2024
Gradient Informed Proximal Policy Optimization
NIPS 2023
Neural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning
NIPS 2023
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks
NIPS 2023
Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments
ICML 2022
PettingZoo: Gym for Multi-Agent Reinforcement Learning
NIPS 2021