Paul-543NA / matrix-mdp-gym
A reinforcement leaning environment for discrete MDPs.
☆20Updated 4 months ago
Alternatives and similar repositories for matrix-mdp-gym:
Users that are interested in matrix-mdp-gym are comparing it to the libraries listed below
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆51Updated 2 years ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆41Updated 6 months ago
- Datasets with baselines for offline multi-agent reinforcement learning.☆162Updated this week
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆85Updated 2 weeks ago
- Simple Grid Environment for Gymnasium☆54Updated last month
- This is a minimal example to demonstrate how multi-agent reinforcement learning with differentiable communication channels and centralize…☆41Updated last year
- Benchmarking RL generalization in an interpretable way.☆151Updated 2 weeks ago
- Partially Observable Process Gym☆183Updated 8 months ago
- The Starcraft Multi-Agent challenge lite☆42Updated 6 months ago
- A tool for aggregating and plotting MARL experiment data.☆76Updated 2 months ago
- Prioritized Experience Replay implementation with proportional prioritization☆75Updated last year
- Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy d…☆37Updated 3 years ago
- Level-based Foraging (LBF): A multi-agent environment for RL☆175Updated 6 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆62Updated last year
- Gridworld for MARL experiments☆139Updated 4 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆95Updated 5 months ago
- Multi-objective Gymnasium environments for reinforcement learning☆312Updated 3 weeks ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆123Updated 7 months ago
- PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tu…☆144Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆139Updated last year
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆43Updated 6 months ago
- ☆14Updated last year
- ☆74Updated 9 months ago
- Learning diverse options through the Laplacian representation.☆23Updated last year
- ☆218Updated 4 months ago
- Lightweight multi-agent gridworld Gym environment☆203Updated last year
- ☆31Updated 3 years ago
- Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.☆22Updated 3 years ago
- Source Code for A Closer Look at Invalid Action Masking in Policy Gradient Algorithms☆152Updated last year
- Contains JAX implementation of algorithms for inverse reinforcement learning☆71Updated 7 months ago