XD1227 / MultiExit-Rainbow
Multi-Exit Evacuation simulation; Rainbow DQN application
☆15Updated 4 years ago
Alternatives and similar repositories for MultiExit-Rainbow:
Users that are interested in MultiExit-Rainbow are comparing it to the libraries listed below
- A Novel Network-Flow Model for Building Evacuation: Route Choices of Evacuees are Modeled with Herding Effect☆11Updated 6 months ago
- Agent-based simulation of social interaction (Social Force Model and Self-Propelled Brownian Particles)☆10Updated last week
- Crowd Simulation using Social Force Model☆12Updated 4 years ago
- RL environment to study the evacuation of pedestrians from dimly rooms.☆13Updated 3 months ago
- Modelling crowd behaviour in panic sitations☆19Updated 5 years ago
- Code for implementing/applying ODM*, PPO, MAAC, IC3Net and PRIMAL (PPO version) on a Multi-Agent gridworld environment.☆34Updated 4 years ago
- 基于优化算法的人员应急疏散优化方案 | Optimization Plan for Emergency Evacuation of Personnel Based on Optimization Algorithm☆11Updated 6 months ago
- Use deep Q network to solve maze problem generated randomly, i.e. find the shortest path in a maze☆8Updated 2 years ago
- Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment☆14Updated last year
- simple ABM program to simulate a moving danger (e.g., fire) and people in a confined space trying to escape the danger☆15Updated 4 months ago
- Multi Agent Reinforcement Learning for Dense Path Planning☆29Updated 2 years ago
- This repo contains an Agent-based Evacuation Model developed in NetLogo. This model is tailored to near-filed tsunami evacuation (for cit…☆26Updated 4 years ago
- ☆8Updated 3 years ago
- The source code is the entry for 2022 EUROCONTROL Air Transport Innovation Network Innovation Masterclass. The reinforcement learning mod…☆15Updated 2 years ago
- Adaptive Signal Traffic Control with Reinforcement Learning: Towards State-of-the-art and Beyond☆8Updated 4 years ago
- DQN related algorithms☆10Updated 2 years ago
- Implementation of the Discrete Soft Actor-Critic algorithm with RNN policy in PyTorch☆24Updated 2 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆117Updated last year
- Extended Social Force Model in Python for social navigation research☆142Updated 2 years ago
- Agent Based Fire Evacuation Model built using Project Mesa☆38Updated 2 years ago
- 通过python3.6编程，利用DQN算法实现机器学习避开障碍走到迷宫终点。（Through python3.6 programming, I use DQN algorithm to achieve machine learning and avoid obstacles…☆10Updated 6 years ago
- ☆37Updated last year
- Aiming at the problem of the traffic efficiency of intelligent networked vehicles passing through unsignalized-intersection in the future…☆45Updated 3 years ago
- This repository contains an attempt at using Graph Attention based Reinforcement Learning for graphical state space. The code also provid…☆10Updated 3 years ago
- Adaptation of DQN, DDQN and COMA for multi-agent Gym environments☆12Updated last year
- 基于分层强化学习和逆向强化学习的自 适应巡航算法☆23Updated 5 years ago
- Combination of RL and game theory for modeling human behavior☆10Updated 3 years ago
- Code for paper: Event-triggered deep reinforcement learning using parallel control: A case study in autonomous driving.☆16Updated last year
- -A framework for path-planing and obstacle avoidance using Deep Reinforcement Learning Techniques☆33Updated 4 years ago
- MATLAB implementation of DQN for a navigation environment☆12Updated 4 years ago