hengyuan-hu / rainbowView external linksLinks
A PyTorch implementation of Rainbow DQN agent
☆170Apr 23, 2018Updated 7 years ago
Alternatives and similar repositories for rainbow
Users that are interested in rainbow are comparing it to the libraries listed below
Sorting:
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,660Jan 13, 2022Updated 4 years ago
- Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Rei…☆35Aug 23, 2018Updated 7 years ago
- Ape-X DQN & DDPG with pytorch & tensorboard☆102Jun 18, 2019Updated 6 years ago
- reinfore learning tool box, contains trpo, a3c algorithm for continous action space☆42Jan 27, 2018Updated 8 years ago
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,160Nov 4, 2021Updated 4 years ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆218Jul 22, 2019Updated 6 years ago
- lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.☆378Nov 19, 2022Updated 3 years ago
- A reinforcement learning framework☆157Dec 26, 2018Updated 7 years ago
- Deep Reinforcement Learning with pytorch & visdom☆804Jul 16, 2020Updated 5 years ago
- Asynchronous Methods for Deep Reinforcement Learning☆591Aug 9, 2018Updated 7 years ago
- RC-NFQ: Regularized Convolutional Neural Fitted Q Iteration. A batch algorithm for deep reinforcement learning. Incorporates dropout regu…☆12Mar 17, 2021Updated 4 years ago
- Noisy Networks for Exploration☆187Jan 28, 2018Updated 8 years ago
- RUDDER for ATARI games with delayed rewards in OpenAI Baselines package☆268Oct 24, 2019Updated 6 years ago
- A simple Gridworld environment for Open AI gym☆25Jun 10, 2018Updated 7 years ago
- This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"☆190Mar 18, 2019Updated 6 years ago
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆2,007Sep 26, 2025Updated 4 months ago
- Implementation of paper "GibbsNet: Iterative Adversarial Inference for Deep Graphical Models" in PyTorch☆57Dec 22, 2017Updated 8 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,876May 29, 2022Updated 3 years ago
- A working implementation of the Categorical DQN (Distributional RL).☆95Apr 7, 2018Updated 7 years ago
- Basic DQN implementation☆227Dec 28, 2017Updated 8 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,405Apr 16, 2024Updated last year
- Direct Future Prediction (DFP ) in Keras☆109Nov 18, 2017Updated 8 years ago
- 바벨파이☆11Feb 23, 2017Updated 8 years ago
- Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"☆349Nov 22, 2018Updated 7 years ago
- RainBow, Tensorflow☆49Mar 28, 2018Updated 7 years ago
- Implementations of deep RL papers and random experimentation☆178Apr 7, 2018Updated 7 years ago
- C51-DDQN in Keras☆127Nov 8, 2017Updated 8 years ago
- Velocity in deep-learning research☆279Dec 8, 2022Updated 3 years ago
- [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning☆1,471Dec 7, 2022Updated 3 years ago
- Simple deep Q-learning agent.☆701Mar 17, 2019Updated 6 years ago
- Reinforcement Learning with Deep Energy-Based Policies☆435Nov 28, 2023Updated 2 years ago
- Code for the paper "Meta-Learning Shared Hierarchies"☆618Jul 6, 2023Updated 2 years ago
- A3C LSTM Atari with Pytorch plus A3G design☆570Apr 18, 2023Updated 2 years ago
- Source code for OpenAI Retro Contest for Sonic the Hedgehog☆31Aug 20, 2018Updated 7 years ago
- ☆119Jul 9, 2020Updated 5 years ago
- Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain …☆84Mar 4, 2016Updated 9 years ago
- Deep Q Learning via Pytorch☆86Jan 9, 2018Updated 8 years ago
- Actor-critic with experience replay☆256Oct 9, 2022Updated 3 years ago
- the solustion to https://openai.com/requests-for-research☆12Mar 23, 2017Updated 8 years ago