mertalbaba / GT-DQN
Combination of RL and game theory for modeling human behavior
☆10Updated 3 years ago
Alternatives and similar repositories for GT-DQN:
Users that are interested in GT-DQN are comparing it to the libraries listed below
- 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
- ☆15Updated 2 years ago
- ☆10Updated 3 years ago
- Communication-efficient MARL for CACC☆22Updated last year
- ☆8Updated 3 years ago
- Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects☆37Updated last month
- mAzeems / Smart-Traffic-Flow-Management-system-for-Montgomery-city-road-network-using-DDPG-MARL-algorithmlater☆10Updated 2 years ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Updated last year
- Reinforcement Learning Practice for Multi and Single-Agent Autonomous vehicle☆12Updated 4 years ago
- A Deep Q-Network trained to safely guide the autonomous car to cross a 4-way intersection in a complex traffic environment.☆9Updated 4 years ago
- A pytorch implementation of Constrained Reinforcement Learning Algorithm, including Constrained Soft Actor Critic (Soft Actor Critic Lagr…☆34Updated last year
- applying multi-agent reinforcement learning for highway-merging autonomous vehicles☆52Updated last year
- code for the accepted IEEE TITS paper: "Heuristic-based Multi-agent Deep Reinforcement Learning Approach for Coordinating Connected and A…☆21Updated 9 months ago
- This is our Final Year Project in Bachelors. We try to avoid congestion on two levels i.e Intersection level and Infrastructure to Vehicl…☆9Updated 4 years ago
- A DDPG methord for vehicle controled based on DDPG☆16Updated 3 years ago
- this is the repository of the code used for RAIM project☆12Updated 10 months ago
- Adaptive Signal Traffic Control with Reinforcement Learning: Towards State-of-the-art and Beyond☆8Updated 4 years ago
- [ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections☆25Updated 2 years ago
- a DRL-based vehicle scheduling algorithm☆26Updated 2 years ago
- Distributed Collaboration of Connected Autonomous Vehicles at Unsignalized Intersections using Parallel Monte Carlo Tree Search☆13Updated 2 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆90Updated 2 years ago
- Multi-agent version of highway_env simulator☆20Updated 4 years ago
- Highway-Env Agent using DQN☆19Updated 2 years ago
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆71Updated last year
- A reinforcement learning based behaviour planner for autonomous driving agents☆16Updated 4 years ago
- muhammadsohaib60 / Traffic-Congestion-Avoidance-For-Autonomous-Vehicles-Using-Reinforcement-LearningThe Aim of this project is to design an algorithm that will significantly decrease the trip times of vehicles as well as average car dens…☆9Updated 2 years ago
- Research project for Deep Reinforcement Learning using Decision Transformer☆11Updated last year
- code of paper 《Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem》☆16Updated 4 years ago
- RainbowDQN algorithm for GYM highway environment☆17Updated 3 years ago
- Create Custom GYM Environment for SUMO and reinforcement learning agant☆13Updated last year