conftrace_

cooperative multi-agent reinforcement learning

10 papers

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Also known as

CMARL C-MARL

Co-occurring keywords

multi-agent reinforcement learning (538) centralized training decentralized execution (22) offline domain calibration (1) physics parameter (1) combinatorial action space (4) cooperative planning (3) argmax oracle (1) certified bound (6) value decomposition (31) lipschitz constraint (16)

Papers

Learning Joint Behaviors with Large Variations AAAI 2025
Multi-Agent Domain Calibration with a Handful of Offline Data NIPS 2024
Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning AAAI 2024
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023
Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning AISTATS 2023
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning AAAI 2023
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL ICML 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL NIPS 2022
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning NIPS 2022
SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning AAAI 2020