instadeepai / og-marlLinks
Datasets with baselines for Offline MARL.
☆182Updated this week
Alternatives and similar repositories for og-marl
Users that are interested in og-marl are comparing it to the libraries listed below
Sorting:
- Level-based Foraging (LBF): A multi-agent environment for RL☆196Updated last year
- ☆270Updated last year
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆218Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆151Updated 2 years ago
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆170Updated last year
- A tool for aggregating and plotting MARL experiment data.☆79Updated 9 months ago
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆51Updated last year
- Prioritized Experience Replay implementation with proportional prioritization☆84Updated 2 years ago
- The Starcraft Multi-Agent challenge lite☆41Updated last year
- Multi-objective Gymnasium environments for reinforcement learning☆348Updated 3 months ago
- The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆45Updated last year
- Partially Observable Process Gym☆203Updated 4 months ago
- A collection of offline reinforcement learning algorithms.☆203Updated 11 months ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆141Updated last year
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆38Updated 8 months ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆179Updated 3 years ago
- ☆114Updated 2 years ago
- PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tu…☆154Updated last year
- Benchmarking RL generalization in an interpretable way.☆166Updated last week
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆87Updated 2 years ago
- ☆240Updated 11 months ago
- A collection of recent MARL papers☆98Updated 11 months ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆44Updated 2 weeks ago
- Baseline implementation of recurrent PPO using truncated BPTT☆155Updated last year
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆55Updated 2 years ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆92Updated last year
- 🚀 A fast safe reinforcement learning library in PyTorch☆218Updated last year
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆137Updated last year
- Fast and flexible multi-agent gridworld reinforcement learning environments.☆44Updated 7 months ago
- Lightweight multi-agent gridworld Gym environment☆210Updated 2 years ago