Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Keras Temporal Convolutional Network.

PyTorch implementation of batched bi-RNN encoder and attention-decoder.

A bidirectional LSTM with attention on English to Chinese translation dataset

Analysis of Time Series data using Seq2Seq LSTM and 2 attention layers

Implementation of seq2seq with attention in keras

Arima/DNN/LSTM ... based Time Series Analysis projects

轨迹预测算法

4D航迹预测

The program developed helps to identify aircraft with its position, velocity and flight information to detect aircraft in breach of Air Law over a controlled Airspace (London) using ADS-B data streams

PyTorch Implementation of MADDPG (Lowe et. al. 2017)

Path planning of multi-agent-system for UAV use

Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

Contains various trajectory planning algorithms for drones (minimum jerk, spline trajectory etc. ) for drones. Drone is controlled using MAVSDK-Python

utilizing RL and GNN for trajectory planning(co-work)

UAV trajectory design (DQN)

DQN 无人机 强化学习可视化

This is a project about deep reinforcement learning autonomous obstacle avoidance algorithm for UAV.

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

Built low compute Spatio-Temporal Encoder-Decoder using time-series satellite imagery to improve weather now-casting for solar grid scheduling. Reached top 5 internationally in the ClimateHack.AI q…

Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convolutional network"

This repo contains the code of an encoder-decoder architecture for trajectory prediction.

attention-based LSTM/Dense implemented by Keras

种群算法复现(swarm-algorithm)，包括乌鸦搜索(Crow Search Algorithm, CSA)、樽海鞘群算法(Salp Swarm Algorithm, SSA)、缎蓝园丁鸟优化算法(Satin Bowerbird Optimizer, SBO)、麻雀搜索算法(Sparrow Search Algorithm, SSA)、 狼群搜索算法(2007WPS, 2013WPA…

a forecast of the transport costs of the company TIMAR Afrique for the road service and transit for import and export. For the purpose of reducing costs and at the same time improving the quality o…

Vehicle Routing Problem (VRP) using Swarm Intelligence: Ant Colony Optimization (ACO) algorithm