opendilab / DI-engine
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
☆3,295Updated this week
Alternatives and similar repositories for DI-engine:
Users that are interested in DI-engine are comparing it to the libraries listed below
- PPO x Family DRL Tutorial Course(决策智能入门级公开课:8节课帮你盘清算法理论,理顺代码逻辑,玩转决策AI应用实践 )☆2,129Updated 9 months ago
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.☆913Updated 4 months ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆986Updated 3 months ago
- [NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCT…☆1,299Updated this week
- A curated list of awesome model based RL resources (continually updated)☆1,029Updated 3 weeks ago
- [ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence stud…☆462Updated last year
- Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code☆560Updated last week
- An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.☆1,254Updated 10 months ago
- [AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".☆219Updated 2 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,471Updated 7 months ago
- The next generation deep reinforcement learning tookit☆3,455Updated last year
- Bayesian optimisation & Reinforcement Learning library developed by Huawei Noah's Ark Lab☆2,577Updated 2 weeks ago
- Decision Intelligence Platform for Autonomous Driving simulation.☆586Updated 2 years ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,433Updated 2 months ago
- A curated list of Decision Transformer resources (continually updated)☆757Updated last month
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,279Updated last week
- Python Multi-Agent Reinforcement Learning framework☆1,966Updated 2 years ago
- 羊了个羊 + 深度强化学习(Deep Reinforcement Learning + 3 Tiles Game)☆440Updated this week
- A parallel framework for population-based multi-agent reinforcement learning.☆518Updated last year
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆2,802Updated this week
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,531Updated 2 years ago
- Unified Reinforcement Learning Framework☆701Updated 6 months ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,162Updated last year
- A collection of reference environments for offline reinforcement learning☆1,430Updated 3 months ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆642Updated 9 months ago
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆2,588Updated this week
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆1,922Updated 8 months ago
- A curated list of Multi-Modal Reinforcement Learning resources (continually updated)☆448Updated last month
- PFRL: a PyTorch-based deep reinforcement learning library☆1,223Updated 7 months ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,131Updated 7 months ago