Pinned Repositories
routing-scheduling-for-surface-vehicles-public
Improved approach for time-based taxi trajectory planning towards conflict-free, efficient and fluent airport ground movement
tiancivalen.github.io
VRP-RL
Reinforcement Learning for Solving the Vehicle Routing Problem
AI-Challenger-Weather-Forecast
AI challenger 2018 TOP3 Solution
aleph_star
Reinforcement learning with A* and a deep heuristic
attention-learn-to-route
Attention based model for learning to solve different routing problems
BEVFormer
[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.
chatgpt-web
用 Express 和 Vue3 搭建的 ChatGPT 演示网页
co-with-gnns-example
consistency-models
A Toolkit for OpenAI's Consistency Models.
tiancivalen's Repositories
tiancivalen/rethink_mcts_for_tsp
[ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
tiancivalen/CRATE
Code for CRATE (Coding RAte reduction TransformEr).
tiancivalen/co-with-gnns-example
tiancivalen/tiancivalen.github.io
tiancivalen/START
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
tiancivalen/chatgpt-web
用 Express 和 Vue3 搭建的 ChatGPT 演示网页
tiancivalen/routing-scheduling-for-surface-vehicles-public
Improved approach for time-based taxi trajectory planning towards conflict-free, efficient and fluent airport ground movement
tiancivalen/ControlNet
Let us control diffusion models!
tiancivalen/consistency-models
A Toolkit for OpenAI's Consistency Models.
tiancivalen/RLOR
Reinforcement learning for operation research problems with OpenAI Gym and CleanRL
tiancivalen/DIMES
tiancivalen/RNTrajRec
Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)
tiancivalen/translating-images-into-maps
Official PyTorch code for 'Translating Images Into Maps' ICRA 2022
tiancivalen/BEVFormer
[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.
tiancivalen/learning_minimal
Learning to Solve Hard Minimal Problems
tiancivalen/Panoptic-SegFormer
This is the official repo of Panoptic SegFormer [CVPR'22]
tiancivalen/optw_rl
A Reinforcement Learning Approach to the Orienteering Problem with Time Windows
tiancivalen/node2vec
tiancivalen/the-story-of-heads
This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned" and the ACL 2021 paper "Analyzing Source and Target Contributions to NMT Predictions".
tiancivalen/CVAE-Opt
Learning a Latent Search Space for Routing Problems using Variational Autoencoders
tiancivalen/PySCIPOpt
Python interface for the SCIP Optimization Suite
tiancivalen/tgn
TGN: Temporal Graph Networks
tiancivalen/Deep_Learning_Weather_Forecasting
Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019
tiancivalen/pytorch-drl4vrp
Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).
tiancivalen/gtos
Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"
tiancivalen/pytorch-value-iteration-networks
Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)
tiancivalen/neural-rewriter
Learning to Perform Local Rewriting for Combinatorial Optimization
tiancivalen/graph-pointer-network
tiancivalen/AI-Challenger-Weather-Forecast
AI challenger 2018 TOP3 Solution
tiancivalen/Reinforcement_Learning_in_Python
Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa