Skip to content
#

rainbow

Star

Here are 193 public repositories matching this topic...

Language: All
Filter by language
All 193 JavaScript 33 Python 31 Java 13 C++ 12 CSS 11 HTML 11 C# 9 Shell 8 TypeScript 8 Jupyter Notebook 7
Sort: Best match
Sort options
Best match Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

qfettes / DeepRL-Tutorials

Star

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

reinforcement-learning gae deep-reinforcement-learning rainbow python3 pytorch deep-q-network actor-critic double-dqn quantile-regression dueling-dqn categorical-dqn ppo advantage-actor-critic a2c deep-recurrent-q-network prioritized-experience-replay multi-step-learning noisy-networks deeprl-tutorials
  • Updated Feb 26, 2021
  • Jupyter Notebook

BY571 / DQN-Atari-Agents

Star

DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN

multiprocessing parallel-computing deep-reinforcement-learning rainbow multi-environment openai reinforcement-learning-algorithms atari c51 reinforcement-learning-agent drqn prioritized-experience-replay dqn-pytorch multi-step-dqn ddqn-pyotrch dueling-dqn-pytorch noisy-dqn n-step-dqn
  • Updated Dec 18, 2020
  • Jupyter Notebook

TheMTank / cups-rl

Star

Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"

agent wrapper natural-language-processing reinforcement-learning robotics simulation cup rainbow pytorch a3c transfer-learning cups multi-task-learning model-based model-free simulated-environments natural-language-instructions ai2thor-environment openai-gym-interface
  • Updated Mar 9, 2020
  • Python

Improve this page

Add a description, image, and links to the rainbow topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the rainbow topic, visit your repo's landing page and select "manage topics."

Learn more