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Deep-reinforcement-learning-with-pytorch sweetice

858

4.0k

mit

36

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

a2c a3c dqn ppo sac td3 trpo sarsa resnet alphago pytorch algorithm reinforce actor-critic deep-learning policy-gradient actor-critic-algorithm deep-reinforcement-learning

Created 2018-06-09

4 commits to master branch, last one 4 years ago

UAV-DDPG fangvv

78

455

unknown

6

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

dqn uav ddpg drones tensorflow deep-learning deep-q-network mobile-edge-computing actor-critic-algorithm computation-offloading reinforcement-learning unmanned-aerial-vehicle reinforcement-learning-algorithms deep-deterministic-policy-gradient

Created 2021-05-02

10 commits to main branch, last one 11 months ago

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

71

308

unknown

5

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

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

Created 2021-04-08

4 commits to master branch, last one 3 years ago

Soft-Actor-Critic-and-Extensions BY571

32

277

mit

7

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

sac d2rl pytorch continuous munchausen multi-environment soft-actor-critic parallel-computing actor-critic-algorithm reinforcement-learning emphasizing-recent-experience prioritized-experience-replay munchausen-reinforcement-learning reinforcement-learning-algorithms

Created 2020-02-20

58 commits to master branch, last one 3 years ago

Deep-Reinforcement-Learning-CS285-Pytorch erfanMhi

11

133

mit

4

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

mujoco python pytorch berkeley openai-gym deep-learning model-free-rl model-based-rl deep-q-learning neural-networks policy-gradient actor-critic-algorithm reinforcement-learning deep-reinforcement-learning

Created 2020-06-13

38 commits to master branch, last one 4 years ago

Fruit-API garlicdevs

22

70

gpl-3.0

9

A Universal Deep Reinforcement Learning Framework

atari games human environment multi-agent actor-critic deep-learning multiplayer-game policy-gradients human-in-the-loop actor-critic-algorithm reinforcement-learning arcade-learning-environment deep-reinforcement-learning multi-objective-optimization reinforcement-learning-algorithms multi-agent-reinforcement-learning

Created 2019-10-21

81 commits to master branch, last one 3 years ago

ReinforcementLearning Phoenix-Shen

14

60

unknown

1

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

dppo pytorch algorithms td3-pytorch ddpg-pytorch policy-gradient qlearning-algorithm actor-critic-algorithm reinforcement-learning deep-qlearning-algorithm deep-reinforcement-learning proximal-policy-optimization prioritized-experience-replay

Created 2021-12-01

193 commits to main branch, last one about a year ago