conftrace_

centralized training decentralized execution

22 papers

Explore in graph

Also known as

CTDE

Co-occurring keywords

multi-agent reinforcement learning (538) cooperative multi-agent system (17) multi-agent system (1819) credit assignment (112) cooperative learning (65) cooperative multi-agent reinforcement learning (10) value decomposition (31) cooperative multi-agent (43) value factorization (10) partial observability (119)

Papers

CtoD-MAT: Bridging Centralized and Decentralized Execution in Multi-Agent Reinforcement Learning (Student Abstract) AAAI 2026
Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL AAAI 2025
Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach AAAI 2025
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics NIPS 2024
PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning IJCAI 2024
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning AAAI 2024
Boosting Multi-agent Reinforcement Learning via Contextual Prompting JMLR 2023
Complementary Attention for Multi-Agent Reinforcement Learning ICML 2023
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL NIPS 2023
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning ICML 2022
Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning AAAI 2022
Self-Organized Group for Cooperative Multi-agent Reinforcement Learning NIPS 2022
Multiagent Q-learning with Sub-Team Coordination NIPS 2022
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning NIPS 2022
Recursive Reasoning Graph for Multi-Agent Reinforcement Learning AAAI 2022
MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks IJCAI 2021
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents NIPS 2021
Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning NIPS 2020
SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning AAAI 2020
Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning AAAI 2019
Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces IJCAI 2019
QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning ICML 2019