Accel Brain CodeThe purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
Stars: ✭ 166 (+34.96%)
Gym CarlaAn OpenAI gym wrapper for CARLA simulator
Stars: ✭ 164 (+33.33%)
AirsimOpen source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Stars: ✭ 12,528 (+10085.37%)
Spinning Up BasicBasic versions of agents from Spinning Up in Deep RL written in PyTorch
Stars: ✭ 155 (+26.02%)
Awesome Deep NeuroevolutionA collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
Stars: ✭ 150 (+21.95%)
Go Bot DrlGoal-Oriented Chatbot trained with Deep Reinforcement Learning
Stars: ✭ 149 (+21.14%)
MinimalrlImplementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Stars: ✭ 2,051 (+1567.48%)
Baby A3cA high-performance Atari A3C agent in 180 lines of PyTorch
Stars: ✭ 144 (+17.07%)
ScalphagozeroAn independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)
Stars: ✭ 144 (+17.07%)
PcgradCode for "Gradient Surgery for Multi-Task Learning"
Stars: ✭ 144 (+17.07%)
D3rlpyAn offline deep reinforcement learning library
Stars: ✭ 139 (+13.01%)
Finrl LibraryFinRL: Financial Reinforcement Learning Framework. Please star. 🔥
Stars: ✭ 3,037 (+2369.11%)
Machine Learning And Data ScienceThis is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.
Stars: ✭ 137 (+11.38%)
Policy GradientMinimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras
Stars: ✭ 135 (+9.76%)
AdnetAttention-guided CNN for image denoising(Neural Networks,2020)
Stars: ✭ 135 (+9.76%)
Ml AgentsUnity Machine Learning Agents Toolkit
Stars: ✭ 12,134 (+9765.04%)
Keras Rl2Reinforcement learning with tensorflow 2 keras
Stars: ✭ 134 (+8.94%)