illidanlab / Simulator
Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning
☆201Updated 5 years ago
Alternatives and similar repositories for Simulator:
Users that are interested in Simulator are comparing it to the libraries listed below
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆168Updated last year
- Fleet Management Simulation Framework☆33Updated 5 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆64Updated last year
- Illustrated Examples from Sutton and Barto☆36Updated last year
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆47Updated 4 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆360Updated 2 years ago
- ☆59Updated last year
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆85Updated 3 years ago
- 1st solution for KDD Cup 2020 (RL track)☆59Updated 4 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆192Updated last year
- Mean Field Multi-Agent Reinforcement Learning☆383Updated 4 years ago
- DGN Code☆341Updated last year
- Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym☆175Updated 6 years ago
- ☆76Updated 3 years ago
- multi-agent deep reinforcement learning for networked system control.☆397Updated 4 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆90Updated 3 years ago
- Traffic Signal Control Competition☆37Updated 5 years ago
- ☆73Updated 5 years ago
- OpenAI Gym Environment for Traffic Control☆77Updated 8 years ago
- ☆23Updated 2 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆152Updated 4 years ago
- Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning☆90Updated last year
- The pytorch implementation of DGN on grid world and Starcraft☆136Updated 3 years ago
- Multi-Objective Reinforcement Learning☆259Updated 3 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆126Updated 7 months ago
- some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Co…☆131Updated 2 years ago
- ☆56Updated 4 years ago
- This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled …☆115Updated 2 months ago
- Tensorflow implementation of an Actor Critic algorithm using a Pointer Network to solve the TSP (algorithm from Neural Combinatorial Opti…☆43Updated 7 years ago
- ☆25Updated 5 years ago