byxmpy / A-Reinforcement-Learning-powered-Dynamic-Routing-with-Risk-ConsiderationLinks
A dual-objective dynamic perception path planning method based on deep reinforcement learning is proposed, which perceives crime risk and path distance and generates dynamic optimal route recommendations.
☆16Updated 7 months ago
Alternatives and similar repositories for A-Reinforcement-Learning-powered-Dynamic-Routing-with-Risk-Consideration
Users that are interested in A-Reinforcement-Learning-powered-Dynamic-Routing-with-Risk-Consideration are comparing it to the libraries listed below
Sorting:
- Developed a Multi-Agent DDPG to solve Vehicle Scheduling problem.☆13Updated 2 years ago
- A Reinforcement Learning Approach for Optimizing Multiple Traveling Salesman Problems over Graphs☆35Updated 4 years ago
- Deep Reinforcement Learning for UAV Routing in The Presence of Multiple Charging Stations☆24Updated 2 years ago
- [EAAI] A two-stage reinforcement learning-based approach for multi-entity task allocation.☆17Updated 8 months ago
- An Gym based enviroment to evaluate Multi Uav Task Alocation Algorithm☆11Updated last year
- 无人机动态覆盖控制；1. 实现了一个无人机点覆盖环境；2. 给出了无人机连通保持规则；3. 给出了基于MARL的控制算法☆49Updated 9 months ago
- The deep reinforcement learning method for multi-robot task allocation problem SR-ST-TA☆42Updated 2 years ago
- Code for implementing/applying ODM*, PPO, MAAC, IC3Net and PRIMAL (PPO version) on a Multi-Agent gridworld environment.☆37Updated 4 years ago
- 多代理(Multi agent)强化学习Qlearning算法在多目标探测问题(任务分配+功率优化)中的应用☆29Updated 6 years ago
- UAV path planning for data gathering using reinforcement learning, i.e. Q-learning.☆8Updated 2 years ago
- Graph Reinforcement Learning approach for Multi-Robot Task Allocation.☆29Updated last year
- Reinplemtation of paper "A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs"☆62Updated 3 years ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆20Updated 2 years ago
- using actor-critic method to dealing with the path-planning UAV problem☆18Updated 5 years ago
- Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems☆36Updated 11 months ago
- Path Plan for Delivery Unmanned Aerial Vehicle☆14Updated last year
- Multi Agent SAC and DDPG applied to path finding in a 3-dimensional grid☆12Updated 3 years ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆36Updated 2 years ago
- This is a repo for my Bachelor's dissertation, a topic about using Reinforcement Learning to solve EV charge Scheduling question.☆22Updated last year
- DRL for Dynamic Stochastic Vehicle Routing Problem with Time Window☆13Updated last year
- Multi-agent RL algorithms are applied to large-scale cooperative target searching mission☆35Updated 2 years ago
- Official implementation of paper "Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning"☆43Updated 2 years ago
- path coverage algorithm for drones using reinforcement learning☆11Updated 4 years ago
- 基于生物启发式算法的多智能体强化学习算法☆13Updated 4 years ago
- ☆10Updated 3 years ago
- Code for Deep Reinforcement Learning Based UAV Path Planning Algorithm in Agricultural Time-Constrained Data Collection☆20Updated 2 years ago
- POMG algorithm for large-scale pursuit game with partial observation and no communication.☆21Updated 3 months ago
- multi traveling salesman problem with ant colony optimization☆38Updated 10 months ago
- The Python implementation of the proposed framework in the paper Evolutionary Multi-Objective Deep Reinforcement Learning for Autonomous …☆25Updated last year
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆43Updated 2 years ago