actor-critic-algorithm · GitHub Topics

sweetice / Deep-reinforcement-learning-with-pytorch

#算法刷题#PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

翻译 - DQN、AC、ACER、A2C、A3C、PG、DDPG、TRPO、PPO、SAC、TD3 和...的 PyTorch 实现。

policy-gradient PyTorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c resnet 算法深度学习 reinforce actor-critic sac td3

Python 4.16 k

2 年前

fangvv / UAV-DDPG

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

ddpg reinforcement-learning-algorithms Tensorflow deep-deterministic-policy-gradient reinforcement-learning dqn actor-critic-algorithm uav 深度学习 deep-q-network drones

Python 495

1 年前

philtabor / Multi-Agent-Deep-Deterministic-Policy-Gradients

A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm

reinforcement-learning multi-agent-reinforcement-learning deep-reinforcement-learning actor-critic-algorithm

Python 330

4 年前

BY571 / Soft-Actor-Critic-and-Extensions

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

reinforcement-learning reinforcement-learning-algorithms soft-actor-critic sac PyTorch actor-critic-algorithm parallel-computing

Python 286

4 年前

erfanMhi / Deep-Reinforcement-Learning-CS285-Pytorch

#计算机科学#Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

PyTorch reinforcement-learning 深度学习 Python deep-reinforcement-learning neural-networks openai-gym mujoco deep-q-learning policy-gradient actor-critic-algorithm

Python 135

2 年前

VachanVY / Reinforcement-Learning

PyTorch implementations of algorithms from "Reinforcement Learning: An Introduction by Sutton and Barto", along with various RL research papers.

reinforcement-learning 人工智能 deep-reinforcement-learning PyTorch actor-critic-algorithm dqn dqn-pytorch policy-gradient deep-deterministic-policy-gradient proximal-policy-optimization

Python 73

17 天前

garlicdevs / Fruit-API

#计算机科学#A Universal Deep Reinforcement Learning Framework

reinforcement-learning reinforcement-learning-algorithms multiplayer-game deep-reinforcement-learning 深度学习 multi-agent-reinforcement-learning multi-agent multi-objective-optimization human games environment atari actor-critic-algorithm actor-critic human-in-the-loop

Python 70

2 年前

Phoenix-Shen / ReinforcementLearning

#算法刷题#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

PyTorch reinforcement-learning 算法 actor-critic-algorithm policy-gradient proximal-policy-optimization ddpg-pytorch deep-reinforcement-learning

Python 68

1 年前

GioStamoulos / BTC_RL_Trading_Bot

#区块链#A trading bitcoin agent was created with deep reinforcement learning implementations.

深度学习 deep-reinforcement-learning multilayer-perceptron-network trading-bot time-series-analysis 加密货币 gym-environment stable-baselines reinforcement-learning-algorithms actor-critic-algorithm proximal-policy-optimization

Jupyter Notebook 29

3 年前

BY571 / D4PG

PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2RL which can be added to D4PG to improve its performance.

ddpg pytorch-implementation reinforcement-learning actor-critic-algorithm deep-deterministic-policy-gradient

Python 20

4 年前