uoe-agents / PO-GPL
Official code for "A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning"
☆14Updated 2 years ago
Alternatives and similar repositories for PO-GPL:
Users that are interested in PO-GPL are comparing it to the libraries listed below
- Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning☆12Updated 10 months ago
- Codebase for BRDiv: Diverse teammate generation for ad hoc teamwork☆13Updated 10 months ago
- ☆21Updated 10 months ago
- ☆14Updated 2 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Updated 3 years ago
- Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)☆15Updated 10 months ago
- This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforce…☆20Updated 2 months ago
- The repository is for Reinforcement-Learning Uncertainty research, in which we investigate various uncertain factors in RL.☆20Updated last year
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆34Updated 3 weeks ago
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆12Updated last year
- Resilient Multi-Agent Reinforcement Learning☆10Updated 2 years ago
- Public implementation of Heterogeneous Policy Networks (HetNet) from AAMAS'22 -- Paper Title: Learning Efficient Diverse Communication fo…☆16Updated 10 months ago
- Official codebase for paper "Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning" (ICML22)☆21Updated 2 years ago
- Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024☆22Updated 11 months ago
- Robust Multi-Agent Reinforcement Learning with State Uncertainty☆13Updated last year
- Heterogeneous Multi-Robot Reinforcement Learning☆41Updated 6 months ago
- A collection of environments and reference agents for planning and reinforcement learning research in partially observable, multi-agent …☆20Updated 4 months ago
- Codebase for the Graph-based Policy Learning algorithm, which is designed for learning policies to solve the open ad hoc teamwork problem…☆34Updated 3 years ago
- The Starcraft Multi-Agent challenge lite☆42Updated 5 months ago
- DecentralizedLearning☆24Updated 2 years ago
- ☆23Updated 10 months ago
- curriculum☆22Updated 2 years ago
- Actor-Sharer-Learner training framework for off-policy DRL algorithms☆19Updated 2 months ago
- Code for "ALMA: Hierarchical Learning for Composite Multi-Agent Tasks" NeurIPS 2022☆27Updated 2 years ago
- The official implementation of Memory-efficient DQN algorithm.☆10Updated last year
- Fast and flexible multi-agent gridworld reinforcement learning environments.☆40Updated 2 months ago
- Bayesian active RL (BARL) and trajectory information planning (TIP)☆24Updated 2 years ago
- ☆41Updated last year
- [ICML 2023] Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills☆12Updated last year
- Multi-Agent Reinforcement Learning (MARL) method to learn scalable control polices for multi-agent target tracking (IROS22).☆9Updated 2 years ago