Source codes of Pbest-guided Differential Whale Optimization Algorithm (PDWOA)

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

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

OpenAI Gym environment which reproduces the behaviour of a wind turbine realistically using CCBlade aeroelastic code

Grid2Op a testbed platform to model sequential decision making in power systems.

Deep Sea Treasure Environment for Multi-Objective Optimization Research

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…

Multi-Objective Reinforcement Learning algorithms implementations.

The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"

Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper

Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning

Lexicographic Multi-Objective Reinforcement Learning

A minimalist environment for decision-making in autonomous driving

Markov Decision Process (MDP) Toolbox for Python

Simple gym environments for safety in Reinforcement Learning Research

PyTorch implementations of deep reinforcement learning algorithms and environments

这是一个学习强化学习基础原理的仓库，主要包括了《深入浅出强化学习原理入门》书中一些例子和课后作业的代码

Author's PyTorch implementation of TD3 for OpenAI gym tasks

强化学习算法库，包含了目前主流的强化学习算法(Value based and Policy based)的代码，代码都经过调试并可以运行

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Source code for patent "Energy-aware routing optimization based on multi-objective deep reinforcement learning"

Multi-objective reinforcement learning deals with finding policies for tasks where there are multiple distinct criteria to optimize for. Since there may be trade-offs between the criteria, there do…

Source code for patent "Energy-aware routing optimization based on multi-objective deep reinforcement learning"

An awesome list for water and wastewater related applications