conftrace_

cooperative multi-agent system

17 papers

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Co-occurring keywords

multi-agent reinforcement learning (538) centralized training decentralized execution (22) cooperative multi-agent (43) multi-agent system (1819) cooperative learning (65) communication efficiency (297) independent q-learning (1) infrastructure management (1) offshore wind structure (1) scalability benchmarking (1)

Papers

Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation AAAI 2025
Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning NIPS 2024
T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration AAAI 2024
Off-Policy Action Anticipation in Multi-Agent Reinforcement Learning JMLR 2024
Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL) JMLR 2024
N-Agent Ad Hoc Teamwork IJCAI 2024
Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning NIPS 2024
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning AAAI 2024
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control NIPS 2024
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL NIPS 2023
Self-Organized Group for Cooperative Multi-agent Reinforcement Learning NIPS 2022
Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning ICML 2022
I2Q: A Fully Decentralized Q-Learning Algorithm NIPS 2022
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents NIPS 2021
Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning NIPS 2020
Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces IJCAI 2019
Learning to Act in Decentralized Partially Observable MDPs ICML 2018