instadeepai / awesome-marlLinks
A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers
☆53Updated 2 years ago
Alternatives and similar repositories for awesome-marl
Users that are interested in awesome-marl are comparing it to the libraries listed below
Sorting:
- A tool for aggregating and plotting MARL experiment data.☆77Updated 7 months ago
- Datasets with baselines for Offline MARL.☆177Updated 3 weeks ago
- The Starcraft Multi-Agent challenge lite☆41Updated 11 months ago
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆98Updated last week
- ☆74Updated last year
- A collection of matrix games in JAX☆11Updated 8 months ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆43Updated 11 months ago
- Partially Observable Process Gym☆197Updated 2 months ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆180Updated 5 months ago
- Benchmarking RL generalization in an interpretable way.☆160Updated 2 months ago
- Fast and flexible multi-agent gridworld reinforcement learning environments.☆43Updated 4 months ago
- JAX and PZ RL envs + algorithms for swarms of CrazyFlies☆79Updated 11 months ago
- ☆82Updated 5 months ago
- ☆235Updated 9 months ago
- Code for Discovered Policy Optimisation (NeurIPS 2022)☆11Updated 2 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆73Updated last year
- Challenging Memory-based Deep Reinforcement Learning Agents☆103Updated 9 months ago
- Unified Implementations of Offline Reinforcement Learning Algorithms☆89Updated 3 months ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated last year
- Level-based Foraging (LBF): A multi-agent environment for RL☆188Updated 11 months ago
- Baselines for gymnax 🤖☆71Updated 2 years ago
- Explainable Reinforcement Learning (XRL) Resources☆41Updated 10 months ago
- An API conversion tool for popular external reinforcement learning environments☆174Updated last week
- [NeurIPS 2022] Open source code for reusing prior computational work in RL.☆97Updated 2 years ago
- Prioritized Experience Replay implementation with proportional prioritization☆83Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆86Updated 2 years ago
- 🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX☆58Updated last year
- Gridworld domains in the gym interface☆28Updated 10 months ago
- Official codebase for paper "Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning" (ICML22)☆22Updated 3 years ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆37Updated 6 months ago