instadeepai / og-marlLinks
Datasets with baselines for offline multi-agent reinforcement learning.
☆174Updated 2 months ago
Alternatives and similar repositories for og-marl
Users that are interested in og-marl are comparing it to the libraries listed below
Sorting:
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆205Updated 10 months ago
- Level-based Foraging (LBF): A multi-agent environment for RL☆183Updated 10 months ago
- ☆254Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆144Updated last year
- A tool for aggregating and plotting MARL experiment data.☆77Updated 5 months ago
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆163Updated last year
- Multi-objective Gymnasium environments for reinforcement learning☆333Updated 2 weeks ago
- ☆234Updated 7 months ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆137Updated last year
- Prioritized Experience Replay implementation with proportional prioritization☆81Updated last year
- Partially Observable Process Gym☆193Updated last month
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆47Updated 10 months ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆183Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆170Updated 3 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆348Updated last year
- The Starcraft Multi-Agent challenge lite☆41Updated 10 months ago
- A collection of offline reinforcement learning algorithms.☆189Updated 7 months ago
- ☆111Updated 2 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆130Updated 11 months ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆86Updated last year
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆323Updated 10 months ago
- The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆43Updated 8 months ago
- 🚀 A fast safe reinforcement learning library in PyTorch☆202Updated 9 months ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆170Updated 8 months ago
- PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tu…☆152Updated last year
- A collection of recent MARL papers☆93Updated 7 months ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆86Updated 2 years ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆431Updated 3 weeks ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆358Updated 2 years ago
- Official repository of the paper "FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning"☆31Updated 11 months ago