Boyu1997 / mcts-travel-salesmanLinks
Monte Carlo tree search (MCTS) on traveling salesman problem (TSP)
☆22Updated 6 years ago
Alternatives and similar repositories for mcts-travel-salesman
Users that are interested in mcts-travel-salesman are comparing it to the libraries listed below
Sorting:
- This is the source code for solving the Traveling Salesman Problems (TSP) using Monte Carlo tree search (MCTS).☆34Updated 6 years ago
- Swarm learning algorithm☆11Updated 4 years ago
- ☆35Updated 5 years ago
- This repository contains an attempt at using Graph Attention based Reinforcement Learning for graphical state space. The code also provid…☆10Updated 4 years ago
- Reinforcement Learning for robotics continuous control, mainly based on Proximal Policy Optimization, extending to Interpolated Policy Gr…☆38Updated 6 years ago
- Uber's Multi-Agent Routing Value Iteration Network☆66Updated 4 years ago
- ☆21Updated 6 years ago
- Solving Traveling Salesman Problem with reinforcement learning...☆57Updated 6 years ago
- Online Planner Selection with Graph Neural Networks and Adaptive Scheduling (AAAI 2020)☆35Updated 2 years ago
- MAGNet: Multi-agents control using Graph Neural Networks☆132Updated 6 years ago
- ☆17Updated 7 years ago
- Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)☆33Updated 4 years ago
- reinforcement learning with pytorch geometric library☆51Updated 4 years ago
- Attention based model for learning to solve different routing problems☆43Updated 3 years ago
- Code for the paper Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization☆68Updated 5 years ago
- Combining Evolutionary Algorithms and deep RL in various ways☆106Updated 4 years ago
- Co-training for Policy Learning☆13Updated 6 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆28Updated 4 years ago
- PyTorch implementation of PPO algorithm☆22Updated 5 years ago
- ☆21Updated 4 years ago
- Public version of the decentralized, attention-based mTSP code☆37Updated 4 years ago
- Hierarchical Reinforcement Learning (batteries included)☆47Updated 6 years ago
- A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.☆37Updated 6 years ago
- Evolution-based Soft Actor-Critic (ESAC)☆42Updated last year
- A Graph Neural Network Assisted Monte Carlo Tree Search Approach to Traveling Salesman Problem☆21Updated 5 years ago
- python implementation of "Multi-Goal Multi-Agent Pickup and Delivery"☆12Updated 2 years ago
- Multi-Agent training using Deep Deterministic Policy Gradient Networks, Solving the Tennis Environment☆11Updated 7 years ago
- Implementation for paper "A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning".☆59Updated last year
- A repository for code of reinforcement learning algorithms with PyTorch☆30Updated 4 years ago
- Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem☆29Updated 2 years ago