This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforcement learning.
☆30Dec 21, 2024Updated last year
Alternatives and similar repositories for ControllingBehavioralDiversity
Users that are interested in ControllingBehavioralDiversity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Exploring learned cooperation, coevolution and free-riding. Learning is achieved through Multi-Agent Deep Reinforcement Learning (MADRL) …☆25Mar 19, 2026Updated 3 weeks ago
- 🕹 Pikachu-volleyball game-based multi-agent RL environment using PettingZoo☆11Sep 29, 2024Updated last year
- POPGym Library in JAX☆13Apr 15, 2024Updated last year
- Crazyflie UAV simulation based on the PyFlyt library☆22Aug 29, 2023Updated 2 years ago
- ☆12May 8, 2024Updated last year
- 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.
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆120Oct 7, 2025Updated 6 months ago
- The repository is for Reinforcement-Learning Uncertainty research, in which we investigate various uncertain factors in RL.☆23Jun 16, 2023Updated 2 years ago
- ☆33Mar 10, 2024Updated 2 years ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆45Oct 16, 2025Updated 5 months ago
- Enabling Mixed Opponent Strategy Script and Self-play on SMAC☆43Jul 24, 2025Updated 8 months ago
- [ICLR 2025] Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling☆19Oct 20, 2025Updated 5 months ago
- The Starcraft Multi-Agent challenge lite☆47Sep 13, 2024Updated last year
- Implementation for mSAC methods in PyTorch☆41Oct 10, 2021Updated 4 years ago
- Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?☆35May 22, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- An approximate implementation of the OpenAI paper - An Empirical Model of Large-Batch Training for MNIST☆11Nov 19, 2022Updated 3 years ago
- Library to conduct experiments in population dynamics.☆14Nov 16, 2024Updated last year
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆174Jan 7, 2024Updated 2 years ago
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆545Feb 8, 2026Updated 2 months ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆14Jul 12, 2024Updated last year
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆597Feb 7, 2026Updated 2 months ago
- Multi-agent environments library for simulating classic vehicle routing problems.☆33Updated this week
- Predator-prey simulator - project made for System Modeling and Simulation class at AGH University.☆15Mar 12, 2023Updated 3 years ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆14Oct 20, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- JAX and PZ RL envs + algorithms for swarms of CrazyFlies☆97Aug 28, 2024Updated last year
- Asymmetric methods for partially observable reinforcement learning☆10Jun 9, 2025Updated 10 months ago
- SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning☆77Mar 21, 2026Updated 3 weeks ago
- ⚡️ Shockingly fast imitation learning algorithms via combining online and offline data engines. ⚡️☆13Sep 1, 2025Updated 7 months ago
- A custom implementation of the malloc..etc☆15Jan 22, 2026Updated 2 months ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆73May 11, 2025Updated 11 months ago
- City-scale SUMO traffic scenario of Nagoya, Japan☆12May 22, 2024Updated last year
- RouteRL is a multi-agent reinforcement learning framework for modeling and simulating the collective route choices of humans and autonomo…☆39Oct 23, 2025Updated 5 months ago
- Codebase to fully reproduce the results of "No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO" (M…☆31Nov 20, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- The official code base of Shared Experience Actor-Critic (NeurIPS2020)☆43Feb 23, 2024Updated 2 years ago
- This is the official code for our paper entitled "Dynamic Deep Factor Graph for Multi-Agent Reinforcement Learning".☆10Aug 19, 2025Updated 7 months ago
- A Julia package for consensus-based optimisation☆16Apr 2, 2026Updated last week
- Multi-Objective Reinforcement Learning algorithms implementations.☆507Mar 18, 2026Updated 3 weeks ago
- TransMix: Transformer-based Value Function Decomposition for Cooperative Multi-agent Reinforcement Learning☆11Oct 18, 2022Updated 3 years ago
- High quality implementations of imitation and inverse reinforcement learning algorithms☆24Aug 19, 2025Updated 7 months ago
- Library for writing and calling roslaunch files in Python.☆10Mar 26, 2018Updated 8 years ago