instadeepai / og-marlLinks
Datasets with baselines for Offline MARL.
☆191Updated last month
Alternatives and similar repositories for og-marl
Users that are interested in og-marl are comparing it to the libraries listed below
Sorting:
- ☆277Updated last year
- Level-based Foraging (LBF): A multi-agent environment for RL☆198Updated last year
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆221Updated last year
- A tool for aggregating and plotting MARL experiment data.☆80Updated 10 months ago
- Author's PyTorch implementation of TD7 for online and offline RL☆154Updated 2 years ago
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆53Updated last year
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆171Updated last year
- The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆46Updated last year
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆198Updated last year
- The Starcraft Multi-Agent challenge lite☆42Updated last year
- Multi-objective Gymnasium environments for reinforcement learning☆354Updated 5 months ago
- Prioritized Experience Replay implementation with proportional prioritization☆85Updated 2 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆143Updated last year
- Partially Observable Process Gym☆207Updated 5 months ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆372Updated 4 months ago
- A collection of recent MARL papers☆99Updated last year
- A collection of offline reinforcement learning algorithms.☆207Updated last year
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆139Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆181Updated 3 years ago
- ☆243Updated last year
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆56Updated 2 years ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆40Updated 9 months ago
- Baseline implementation of recurrent PPO using truncated BPTT☆156Updated last year
- ☆115Updated 2 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆363Updated 2 years ago
- PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tu…☆155Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆169Updated 3 weeks ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆176Updated last year
- 🚀 A fast safe reinforcement learning library in PyTorch☆224Updated last year
- ☆220Updated 2 years ago