[ICML 2021] DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning
☆32Jun 1, 2023Updated 2 years ago
Alternatives and similar repositories for dfac
Users that are interested in dfac are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Aug 15, 2020Updated 5 years ago
- The implementation of IJCAI'22 paper "Multi-Agent Concentrative Coordination with Decentralized Task Representation".☆18May 1, 2022Updated 4 years ago
- An open source benchmark for Multi Agent Reinforcement Learning☆31Jul 15, 2023Updated 2 years ago
- Code for Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation @ NeurIPS 2021☆13Nov 3, 2021Updated 4 years ago
- ☆16Mar 21, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.☆49Mar 8, 2024Updated 2 years ago
- Dataset collection and training code for "Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning"☆11Apr 8, 2025Updated last year
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆710May 18, 2024Updated 2 years ago
- FQF(Fully parameterized Quantile Function for distributional reinforcement learning) is a general reinforcement learning framework for At…☆48Sep 26, 2020Updated 5 years ago
- Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021☆66May 22, 2021Updated 5 years ago
- OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation☆16Aug 3, 2023Updated 2 years ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆88Apr 3, 2023Updated 3 years ago
- The Emergence of Individuality☆13Oct 16, 2021Updated 4 years ago
- Meta-Learning with Self-Improving Momentum Target (NeurIPS 2022)☆23Oct 12, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆11Nov 29, 2021Updated 4 years ago
- This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.☆52Dec 4, 2023Updated 2 years ago
- Experimenting with meta-learning approaches to opponent modelling in MARL. Building upon previous public implementations of MADDPG and M3…☆14Apr 26, 2022Updated 4 years ago
- Official Repository for "Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing" (ICML2021)☆25Oct 26, 2021Updated 4 years ago
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- My English blog built with Hugo☆11Feb 14, 2026Updated 3 months ago
- Codes for the paper "Multi-task Hierarchical Adversarial Inverse Reinforcement Learning"☆19May 20, 2023Updated 3 years ago
- pytorch实现的一些MARL算法☆67May 4, 2021Updated 5 years ago
- ☆14Jul 27, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Model-free policy gradient algorithm for LQR☆10Apr 8, 2020Updated 6 years ago
- ☆12Nov 28, 2018Updated 7 years ago
- Official Repository for "Agent Modelling under Partial Observability for Deep Reinforcement Learning"☆43Oct 5, 2022Updated 3 years ago
- The core repository of the elsciRL framework.☆18Dec 8, 2025Updated 5 months ago
- DecentralizedLearning☆27Dec 8, 2022Updated 3 years ago
- Code for Weighted QMIX☆147Nov 12, 2020Updated 5 years ago
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆43Mar 3, 2024Updated 2 years ago
- The official code base of Shared Experience Actor-Critic (NeurIPS2020)☆43Feb 23, 2024Updated 2 years ago
- Appendix and Code for Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning☆14Dec 8, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This is a repository for Hidden-utility Self-Play.☆27Jul 27, 2023Updated 2 years ago
- [ICLR 2023] The official code for paper "Guarded Policy Optimization with Imperfect Online Demonstrations"☆14Apr 30, 2023Updated 3 years ago
- The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆46Oct 31, 2024Updated last year
- ☆24Dec 4, 2020Updated 5 years ago
- Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)☆51Dec 8, 2022Updated 3 years ago
- The AI Arena: A framework for distributed multi-agent reinforcement learning☆14Aug 5, 2022Updated 3 years ago
- Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination☆26Nov 29, 2022Updated 3 years ago