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12 search results found

Pytorch A2c Ppo Acktr Gail ⭐ 3,450

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

Deep Reinforcement Learning Survey ⭐ 418

My Exploration on Deep Reinforcement Learning Survey

Pytorch Trpo ⭐ 252

PyTorch implementation of Trust Region Policy Optimization

Pytorch_sac ⭐ 232

PyTorch implementation of Soft Actor-Critic (SAC)

Ddpg Aigym ⭐ 220

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

Motion Planner Reinforcement Learning ⭐ 175

End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo

Rl Tools ⭐ 65

A Fast, Portable Deep Reinforcement Learning Library for Continuous Control

Drl_papernotes ⭐ 56

Notes and comments about Deep Reinforcement Learning papers

Portfolio Management List ⭐ 31

📓 List of portfolio management resources, using Reinforcement Learning.

Catalyst Rl Framework ⭐ 29

Catalyst.RL: A Distributed Framework for Reproducible RL Research

PyTorch implementation of Advantage Actor-Critic (A2C)

Tf2.0_reinforcement_learning ⭐ 17

Basic reinforcement learning implementation with tensorflow version 2.0

Gradientailab ⭐ 12

Experiments with Deep Reinforcement Learning

Tensorflow implementation of Deep Deterministic Policy Gradients

Tensorflow implementation of a Deep Deterministic Policy Gradient (DDPG) network, trained on OpenAI Gym environments.

Pytorch implementation of the Deep Deterministic Policy Gradients Algorithm for Continuous Control

Deep Bayesian Quadrature Policy Optimization ⭐ 9

Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.

Twin Delayed Ddpg ⭐ 7

Pytorch Implementation of Twin Delayed Deep Deterministic Policy Gradients for Continuous Control

Backproptools ⭐ 7

A Fast, Portable Deep Reinforcement Learning Library for Continuous Control

Deep_reinforcement_learning ⭐ 6

Train agents to walk, drive by themself using Unity ML Agent, OpenAI Gym and PyTorch

Ppo Pytorch ⭐ 6

Deep RL for portfolio management

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