instadeepai / awesome-marl
A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers
☆48Updated 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
- A tool for aggregating and plotting MARL experiment data.☆71Updated last month
- The Starcraft Multi-Agent challenge lite☆41Updated 5 months ago
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆81Updated 2 weeks ago
- A collection of matrix games in JAX☆9Updated 3 months ago
- ☆72Updated 6 months ago
- ☆70Updated last year
- Datasets with baselines for offline multi-agent reinforcement learning.☆161Updated this week
- Contains JAX implementation of algorithms for inverse reinforcement learning☆69Updated 6 months ago
- Baselines for gymnax 🤖☆65Updated last year
- An Open-Ended Agentic Simulator☆41Updated 6 months ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆93Updated 4 months ago
- Code for Discovered Policy Optimisation (NeurIPS 2022)☆9Updated last year
- 🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX☆56Updated last year
- Simple single-file baselines for Q-Learning in pure-GPU setting☆138Updated 3 months ago
- Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy d…☆36Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆101Updated 2 years ago
- Explainable Reinforcement Learning (XRL) Resources☆37Updated 5 months ago
- Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"☆20Updated 3 months ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆14Updated 2 years ago
- Partially Observable Process Gym☆178Updated 7 months ago
- Learning diverse options through the Laplacian representation.☆23Updated last year
- Scalable Opponent Shaping Experiments in JAX☆24Updated 10 months ago
- Synchronized Curriculum Learning for RL Agents☆41Updated last week
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆37Updated 5 months ago
- [NeurIPS 2022] Open source code for reusing prior computational work in RL.☆94Updated last year
- An API conversion tool for popular external reinforcement learning environments☆152Updated last month
- Highly scalable 2D JAX physics engine.☆50Updated last month
- Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to e…☆74Updated last year
- Benchmarking RL generalization in an interpretable way.☆144Updated 3 weeks ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆109Updated 6 months ago