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deterministic-policy-gradients

Here are 6 public repositories matching this topic...

mvrahden / reinforce-js

[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.

Updated Jun 29, 2018
TypeScript

Kyziridis / BipedalWalker-v2

Solving openAI's game 'BipedalWalker-v2' with Deep Reinforcement Learning

game python machine-learning reinforcement-learning ai tensorflow numpy keras openai-gym openai dqn neural-networks policy-gradient deterministic-policy-gradients bipedalwalker

Updated May 26, 2020
Python

akshayratnawat / ReachingTargetLocation_ReinforcementLearning_Webots

The objective is to teach robot to find and reach the target object in the minimum number of steps and using the shortest path and avoiding any obstacles such as humans, walls, etc usinf reinforcement learning algorithms.

reinforcement-learning robotics deep-reinforcement-learning policy-gradient webots ddpg-algorithm deterministic-policy-gradients deepq-learning epuck-robot q-learning-algorithm

Updated Jun 17, 2021
Python

XzrTGMu / twin-nphard

Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems

combinatorics heuristics greedy-algorithms steiner-tree connected-dominating-set distributed-algorithms graph-convolutional-networks steiner-tree-problem combinatorial-optimization approximation-algorithms distributed-algorithm deterministic-policy-gradients twin-networks graph-neural-networks minimum-weighted-dominating-set graph-convolutional-neural-networks maximum-weighted-independent-set node-weighted-steiner-tree moser-tardos-algorithm twin-based-critic

Updated Mar 8, 2024
Jupyter Notebook

HYDesmondLiu / RUBICON

A novel method to incorporate existing policy (Rule-based control) with Reinforcement Learning.

machine-learning reinforcement-learning deep-learning optimization deep-reinforcement-learning reinforcement-learning-algorithms optimal-control climate-change energy-efficiency thermal-comfort deterministic-policy-gradients actor-critic-algorithm off-policy hvac-control rule-based-controller

Updated Sep 27, 2024
Python

pbaginski86 / Evalutating-DRL-Algos-for-Unity-Reacher-Environment

A continuous control implementation using a deep deterministic policy gradient algorithm

machine-learning reinforcement-learning artificial-intelligence reinforcement-learning-algorithms deterministic-policy-gradients

Updated May 2, 2019
Jupyter Notebook

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