cinemere / evacuation
RL environment to study the evacuation of pedestrians from dimly rooms.
☆10Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for evacuation
- Jax and Torch Multi-Agent SAC on PettingZoo API☆63Updated this week
- implementation of MADDPG using PyTorch and multiagent-particle-envs☆28Updated 2 years ago
- offical code of paper 'SCRIMP: Scalable Communication for Reinforcement- and Imitation-Learning-Based Multi-Agent Pathfinding'☆38Updated last year
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆28Updated 2 years ago
- PyTorch implementation of Constrained Reinforcement Learning for Soft Actor Critic Algorithm☆31Updated 2 years ago
- Reinforcement Learning for Multi-Agent Path Finding☆19Updated last month
- Code for implementing/applying ODM*, PPO, MAAC, IC3Net and PRIMAL (PPO version) on a Multi-Agent gridworld environment.☆29Updated 3 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆50Updated last year
- Learning Selective Communication for Multi-Agent Path Finding☆22Updated 2 years ago
- Distributed Heuristic Multi-Agent Path Finding with Communication - ICRA 2021☆58Updated 3 years ago
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆26Updated last year
- This is a personal library that strives to implement various MARL algorithms. The environment only integrates MPE, and the algorithm curr…☆13Updated last year
- MBaranPeker / Pursuit-Evasion-Game-with-Deep-Reinforcement-Learning-in-an-environment-with-an-obstacleIn this study, a multi agent chase-escape problem using Deep Q learning. Actors of the problem are smart evader and smart pursuers with o…☆20Updated last year
- Project on multi agent reinforcement learning applied on patrolling agents☆38Updated 4 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆92Updated 2 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆112Updated last year
- A clean and robust implementation of Prioritized DQN and Prioritized Double DQN☆18Updated 5 months ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆146Updated 7 months ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆91Updated last month
- UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D☆81Updated 8 months ago
- The official code releasement of publications in MARL field of TJU RL lab.☆57Updated 2 years ago
- Multi Agent SAC and DDPG applied to path finding in a 3-dimensional grid☆11Updated 3 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆75Updated 3 years ago
- Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).☆16Updated 6 years ago
- ☆12Updated last year
- Adaptation of DQN, DDQN and COMA for multi-agent Gym environments☆12Updated last year
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆45Updated 4 years ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆10Updated 2 years ago