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46

206

unknown

7

A pytorch tutorial for DRL(Deep Reinforcement Learning)

a2c c51 dqn iqn ppo uct gail mcts hedge qr-dqn pytorch soft-actor-critic self-imitation-learning deep-reinforcement-learning random-network-distillation counterfactual-regret-minimization

Created 2019-02-04

80 commits to master branch, last one about a year ago

DeepRL_PyTorch Kchu

31

203

apache-2.0

4

Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.

c51 dqn iqn quota qr-dqn pytorch algorithm algorithms distributional-rl reinforcement-learning

Created 2019-06-15

51 commits to master branch, last one about a year ago

deep_rl_zoo michaelnny

11

106

apache-2.0

4

A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.

c51 dqn iqn ppo rnd r2d2 qr-dqn agent57 rainbow retrace actor-critic never-give-up deep-reinforcement-learning

This repository has been archived (exclude archived)

Created 2022-03-25

41 commits to main branch, last one 9 months ago

dqn_zoo deligentfool

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90

unknown

2

The implement of all kinds of dqn reinforcement learning with Pytorch

dqn fqf iqn ddqn mmddqn qr-dqn pytorch noisy-dqn n-step-dqn dueling-dqn rainbow-dqn categorical-dqn prioritized-dqn soft-q-learning distributional-dqn

Created 2020-02-04

32 commits to master branch, last one 3 years ago

DistRL-TensorFlow2 marload

9

67

apache-2.0

8

🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

c51 dqn qr-dqn tensorflow rainbow-dqn tensorflow2 deep-learning machine-learning distributional-rl

Created 2020-03-27

35 commits to master branch, last one 4 years ago