Matthias Gerstgrasser
7 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (13)
π
Academic Marathon
(6)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Grand Slam
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
AAAI (2)
ICML (2)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
mechanism design
(2)
multi-agent reinforcement learning
(2)
sample efficiency
(1)
instruction tuning
(1)
markov decision process
(1)
partially observable markov decision process
(1)
partial observability
(1)
stackelberg equilibrium
(1)
bilateral trade
(1)
human-ai interaction
(1)
social welfare
(1)
security game
(1)
individual rationality
(1)
decentralized training
(1)
experience sharing
(1)
common ground
(1)
dialogue act
(1)
conversational grounding
(1)
optimal mechanism
(1)
stackelberg equilibria
(1)
Papers
Collapse or Thrive: Perils and Promises of Synthetic Data in a Self-Generating World
ICML 2025
Grounding Gaps in Language Model Generations
NAACL 2024
Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning
ICML 2023
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning
NIPS 2023
CrowdPlay: Crowdsourcing Human Demonstrations for Offline Learning
ICLR 2022
Reinforcement Learning of Sequential Price Mechanisms
AAAI 2021
Multi-Unit Bilateral Trade
AAAI 2019