hahayonghuming / VDACs
Value-Decomposition Multi-Agent Actor-Critics
☆40Updated last year
Related projects ⓘ
Alternatives and complementary repositories for VDACs
- Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)☆52Updated last year
- Deep Implicit Coordination Graphs☆41Updated 5 months ago
- ☆44Updated 3 years ago
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆39Updated 2 years ago
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆96Updated 2 years ago
- Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021☆62Updated 3 years ago
- There will be updates later☆82Updated 5 years ago
- Codes accompanying the paper "Learning Nearly Decomposable Value Functions with Communication Minimization" (ICLR 2020)☆81Updated last year
- Learning Individual Intrinsic Reward in MARL☆62Updated last year
- ☆41Updated 3 years ago
- ☆36Updated 2 years ago
- pytorch implementation of "Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control"☆51Updated last year
- ☆42Updated 3 years ago
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆30Updated 3 years ago
- Official codebase for paper "Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning" (ICML22)☆21Updated 2 years ago
- PyTorch Implementation of FeUdal Networks for Hierarchical Reinforcement Learning (FuNs), Vezhnevets et al. 2017.☆38Updated 4 years ago
- Implementation for mSAC methods in PyTorch☆37Updated 3 years ago
- The implementation of AAAI'22 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".☆50Updated 11 months ago
- The offcial implementation of "ToM2C: Target-oriented Multi-agent Communication and Cooperation with Theory of Mind" (ICLR 2022) .☆55Updated 2 weeks ago
- The code for paper, "Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration", NeurIPS 2021.☆39Updated last year
- A Pytorch Implementation of Multi Agent Soft Actor Critic☆35Updated 5 years ago
- Implementation of DyMA-CL, MARL algorithm☆25Updated 4 years ago
- Source code for paper: An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning☆23Updated 2 years ago
- ☆88Updated 4 years ago
- ☆28Updated 3 years ago
- Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning☆55Updated 2 years ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆84Updated last year
- Code for "SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning" AAAI 2020☆26Updated last year
- Public implementation of "Multi-Agent Graph-Attention Communication and Teaming" from AAMAS'21☆75Updated 6 months ago
- ☆83Updated 3 years ago