nkrgit / Fleet-Scheduling-using-MADDPG-Multi-Agent-RLLinks
Developed a Multi-Agent DDPG to solve Vehicle Scheduling problem.
☆13Updated 2 years ago
Alternatives and similar repositories for Fleet-Scheduling-using-MADDPG-Multi-Agent-RL
Users that are interested in Fleet-Scheduling-using-MADDPG-Multi-Agent-RL are comparing it to the libraries listed below
Sorting:
- Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging simulated continuous control single…☆52Updated 6 years ago
- The code of paper "Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning in Mixed Cooperative-Competitive …☆15Updated 4 years ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆37Updated 2 years ago
- A pytorch implementation of Constrained Reinforcement Learning Algorithm, including Constrained Soft Actor Critic (Soft Actor Critic Lagr…☆42Updated 2 years ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆22Updated 2 years ago
- my code for paper Parameterized-DQN☆23Updated 4 years ago
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆53Updated 3 years ago
- This is a repo for my Bachelor's dissertation, a topic about using Reinforcement Learning to solve EV charge Scheduling question.☆26Updated last year
- Reference code for the paper ""Centroid-Guided Target-Driven Topology Control Method for UAV Ad-Hoc Networks Based on Tiny Deep Reinforce…☆10Updated 10 months ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆64Updated 2 years ago
- 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
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆103Updated 3 years ago
- Deep Reinforcement Learning for UAV Routing in The Presence of Multiple Charging Stations☆26Updated 2 years ago
- Demonstrate the Q-Learning approach for AGV path planning☆45Updated 6 years ago
- 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☆55Updated last year
- Multi Agent adaptation of Soft Actor Critic Reinforcement Learning Algorithm☆20Updated 6 years ago
- using actor-critic method to dealing with the path-planning UAV problem☆19Updated 6 years ago
- [ICDE 2022] Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented Distributed Multi-Agent Deep Reinforcement Learning☆25Updated 3 years ago
- including PPO, SAC, TD3, DDPG, DQN, DDQN, DuelingDQN algorithms☆17Updated 2 months ago
- Multi-Agent Reinforcement Learning for Path Planning☆15Updated 3 years ago
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆47Updated 2 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆89Updated 9 months ago
- Code for implementing/applying ODM*, PPO, MAAC, IC3Net and PRIMAL (PPO version) on a Multi-Agent gridworld environment.☆37Updated 4 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆104Updated 3 years ago
- This code is for the paper titled Path Planning for the Dynamic UAV-aided Wireless Systems Using Monte Carlo Tree Search, which is under…☆27Updated 4 years ago
- Multi Agent Reinforcement Learning for Dense Path Planning☆31Updated 2 years ago
- Python implementation of DDQN multi-UAV data harvesting☆194Updated 3 years ago
- 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…☆25Updated 2 years ago
- code of paper 《Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem》☆17Updated 4 years ago
- Develop agent-based traffic management system by model-free reinforcement learning☆49Updated 4 years ago