Theohhhu / UPDeTLinks
Official Implementation of 'UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers' ICLR 2021(spotlight)
☆132Updated 4 years ago
Alternatives and similar repositories for UPDeT
Users that are interested in UPDeT are comparing it to the libraries listed below
Sorting:
- Codes accompanying the paper "Learning Nearly Decomposable Value Functions with Communication Minimization" (ICLR 2020)☆81Updated 2 years ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆86Updated 2 years ago
- ☆95Updated 4 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆117Updated 2 years ago
- ☆110Updated 2 years ago
- ☆99Updated 3 years ago
- Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is …☆75Updated 6 months ago
- Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021☆65Updated 4 years ago
- Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS…☆74Updated 2 years ago
- A code implementation for our arXiv paper "Multi-agent Adhoc Team Play using Decompositional Q function"☆131Updated last year
- ☆41Updated 3 years ago
- ☆121Updated 2 years ago
- ☆209Updated 2 years ago
- The implementation of AAAI 2022 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".☆56Updated last year
- This is the official implementation of Multi-Agent PPO.☆107Updated 2 years ago
- There will be updates later☆85Updated 6 years ago
- Code for "Multi-task Reinforcement Learning with Soft Modularization"☆122Updated 4 years ago
- Code for Weighted QMIX☆137Updated 4 years ago
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆64Updated 2 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆177Updated last year
- MADDPG in Ray/RLlib☆54Updated 5 years ago
- pytorch实现的一些MARL算法☆67Updated 4 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆169Updated 3 years ago
- DSAC; Distributional Soft Actor-Critic☆129Updated 4 months ago
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆103Updated 3 years ago
- Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)☆160Updated 2 years ago
- Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)☆114Updated 2 years ago
- A collection of offline reinforcement learning algorithms.☆189Updated 6 months ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆158Updated last year
- ☆32Updated 2 years ago