Jeremy McMahan
9 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (16)
πΊ
Lone Wolf
(3)
β‘
Prolific Year
(6)
Conferences
ICML (4)
AAAI (3)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(3)
multi-agent system
(2)
adversarial attack
(2)
policy optimization
(1)
game theory
(1)
constrained reinforcement learning
(1)
policy learning
(1)
constrained optimization
(1)
inverse reinforcement learning
(1)
markov decision process
(1)
nash equilibrium
(1)
dynamic programming
(1)
approximate dynamic programming
(1)
constrained markov decision process
(1)
polynomial time
(1)
approximation algorithm
(1)
markov game
(1)
stackelberg game
(1)
deterministic policy
(1)
polynomial time algorithm
(1)
Papers
Polynomial-Time Approximability of Constrained Reinforcement Learning
ICML 2025
Anytime-Constrained Equilibria in Polynomial Time
ICML 2025
Data Poisoning to Fake a Nash Equilibria for Markov Games
AAAI 2024
Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time
NIPS 2024
Roping in Uncertainty: Robustness and Regularization in Markov Games
ICML 2024
Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value
ICML 2024
Anytime-Constrained Reinforcement Learning
AISTATS 2024
Optimal Attack and Defense for Reinforcement Learning
AAAI 2024
Reward Poisoning Attacks on Offline Multi-Agent Reinforcement Learning
AAAI 2023