bic4907 / Overcooked-AI
Offline Multi-Agent Reinforcement Learning Implementations: Solving Overcooked Game with Data-Driven Method
☆31Updated last week
Related projects: ⓘ
- This is a repository for Hidden-utility Self-Play.☆26Updated last year
- Overcooked human-AI experiment platform☆30Updated 9 months ago
- The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆31Updated 2 months ago
- Google Research Football MARL Benchmark and Research Toolkit☆28Updated 4 months ago
- Author's PyTorch implementation of TD7 for online and offline RL☆108Updated last year
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆83Updated last year
- ☆28Updated last year
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆65Updated last week
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆56Updated this week
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆104Updated last year
- MATE: the Multi-Agent Tracking Environment.☆42Updated last year
- RL Algorithms for Visual Continuous Control☆30Updated last year
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆61Updated last year
- ☆36Updated 2 years ago
- Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021☆61Updated 3 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆45Updated 3 months ago
- ELIGN: Expectation Alignment as a Multi-agent Intrinsic Reward☆19Updated last year
- Implementation of "MADiff: Offline Multi-agent Learning with Diffusion Models"☆33Updated last month
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆38Updated this week
- The code for paper, "Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration", NeurIPS 2021.☆36Updated last year
- Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is …☆68Updated 10 months ago
- ☆14Updated 3 years ago
- Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination☆25Updated last year
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆108Updated 2 years ago
- A collection of recent MARL papers☆65Updated 2 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 ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆70Updated 9 months ago
- ☆28Updated 3 years ago
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆27Updated 6 months ago
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆60Updated 10 months ago