12 results found Sort:

ShangtongZhang
DeepRL ShangtongZhang
688
3.2k
mit
90
Modularized Implementation of Deep RL Algorithms in PyTorch
a2c dqn ppo td3 ddpg deeprl pytorch rainbow double-dqn option-critic categorical-dqn quantile-regression option-critic-architecture deep-reinforcement-learning dueling-network-architecture prioritized-experience-replay
Created 2017-04-20
480 commits to master branch, last one 8 months ago
XinJingHao
DRL-Pytorch XinJingHao
206
1.7k
unknown
10
Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
asl c51 ppo sac td3 ddpg pytorch double-dqn q-learning dueling-dqn noisynet-dqn categorical-dqn machine-learning reinforcement-learning deep-reinforcement-learning prioritized-experience-replay
Created 2021-11-14
104 commits to main branch, last one 2 months ago
qfettes
DeepRL-Tutorials qfettes
323
1.1k
unknown
30
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
a2c gae ppo python3 pytorch rainbow double-dqn dueling-dqn actor-critic deep-q-network noisy-networks categorical-dqn deeprl-tutorials multi-step-learning quantile-regression advantage-actor-critic reinforcement-learning deep-recurrent-q-network deep-reinforcement-learning prioritized-experience-replay
Created 2018-05-31
88 commits to master branch, last one 5 years ago
iffiX
machin iffiX
51
402
mit
4
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
dqn ppo sac td3 ddpg python pytorch a3c-pytorch distributed deep-learning pytorch-lightning reinforcement-learning prioritized-experience-replay pytorch-reinforcement-learning
Created 2020-06-07
436 commits to master branch, last one 3 years ago
BY571
Soft-Actor-Critic-and-Extensions BY571
32
279
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
hanlinniu
turtlebot3_ddpg_collision_avoidance hanlinniu
31
110
unknown
4
Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay
ros ddpg keras-tensorflow collision-avoidance mobile-robot-navigation deep-reinforcement-learning prioritized-experience-replay deep-deterministic-policy-gradient
Created 2020-10-08
43 commits to main branch, last one about a year ago
BY571
IQN-and-Extensions BY571
16
82
mit
4
PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer, N-step bootstrapping, Dueling architecture and p...
dqn iqn pytorch rainbow munchausen noisy-layer distributional-r multi-environment parallel-computing parallel-processing n-step-bootstrapping pytorch-implementation reinforcement-learning implicit-quantile-networks prioritized-experience-replay reinforcement-learning-algorithms
Created 2020-08-12
37 commits to master branch, last one 4 years ago
neka-nat
distributed_rl neka-nat
8
74
mit
6
Pytorch implementation of distributed deep reinforcement learning
r2d2 ape-x pytorch double-dqn openai-gym dueling-dqn deep-q-network amazon-web-services distributed-systems reinforcement-learning prioritized-experience-replay
Created 2018-10-25
137 commits to master branch, last one 2 years ago
Howuhh
prioritized_experience_replay Howuhh
10
72
mit
2
Prioritized Experience Replay implementation with proportional prioritization
dqn reinforcement-learning prioritized-experience-replay
Created 2021-08-26
21 commits to main branch, last one about a year ago
philtabor
ProtoRL philtabor
5
63
mit
2
A Torch Based RL Framework for Rapid Prototyping of Research Papers
dqn ppo sac td3 ddpg dqn-pytorch dueling-dqn ppo-pytorch sac-pytorch td3-pytorch actor-critic ddpg-pytorch dueling-ddqn soft-actor-critic dueling-dqn-pytorch dueling-network-architecture proximal-policy-optimization twin-delayed-policy-gradient prioritized-experience-replay
Created 2023-04-10
85 commits to master branch, last one 26 days ago
Phoenix-Shen
ReinforcementLearning Phoenix-Shen
14
61
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
Rahul-Choudhary-3614
Deep-Reinforcement-Learning-Notebooks Rahul-Choudhary-3614
12
44
mit
5
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algo...
a2c a3c dqn ppo ddqn doom sarsa ant-v2 rainbow cartpole-v0 half-cheetah ddpg-algorithm noisy-networks kungfumaster-v0 soft-actor-critic reinforce-algorithm deep-reinforcement-learning prioritized-experience-replay
Created 2020-07-09
86 commits to master branch, last one 3 years ago