Hanhan Zhou
5 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (21)
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Hot Topic Early Bird
Conferences
NIPS (3)
AAAI (2)
Top co-authors
Keywords
multi-agent reinforcement learning
(3)
multi-agent system
(2)
value function factorization
(2)
variational inference
(1)
bayesian inference
(1)
convergence analysis
(1)
policy learning
(1)
inverse reinforcement learning
(1)
partial observability
(1)
action value
(1)
collaborative learning
(1)
concave optimization
(1)
decision tree
(1)
model reduction
(1)
counterfactual prediction
(1)
cooperative learning
(1)
decision tree extraction
(1)
return gap
(1)
non-euclidean clustering
(1)
policy interpretability
(1)
Papers
Learning to Collaborate with Unknown Agents in the Absence of Reward
AAAI 2025
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space
NIPS 2024
ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning
AAAI 2024
Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction
NIPS 2023
PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning
NIPS 2022