wumo / Reinforcement-Learning-An-Introduction
Kotlin implementation of algorithms, examples, and exercises from the Sutton and Barto: Reinforcement Learning (2nd Edition)
☆37Updated 3 years ago
Related projects: ⓘ
- research and implementations of Deep RL agents and their applications☆46Updated 2 weeks ago
- ☆72Updated last year
- Hindsight Experience Replay - Bit flipping experiment in Tensorflow☆57Updated 5 years ago
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆65Updated 4 years ago
- A python implemenation of tabular MuZero for educational purposes☆21Updated 4 years ago
- The Reinforcement-Learning-Related Papers of ICLR 2019☆48Updated 5 years ago
- TensorFlow & Keras implementation of DQN with HER (Hindsight Experience Replay)☆40Updated 4 years ago
- MAGNet: Multi-agents control using Graph Neural Networks☆125Updated 5 years ago
- Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation☆86Updated 6 years ago
- TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x☆60Updated 3 years ago
- PyTorch implementation of our paper Real-Time Reinforcement Learning (NeurIPS 2019)☆72Updated 4 years ago
- A framework for easy prototyping of distributed reinforcement learning algorithms☆94Updated 3 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆71Updated 7 years ago
- A Multi-agent Learning Framework☆61Updated 3 years ago
- Proximal policy optimization in PyTorch. Easy to read and understand.☆48Updated 3 years ago
- ☆15Updated 4 years ago
- Multiagent reinforcement learning simulation framework - Undergraduate thesis in Mechatronics Engineering at the University of Brasília☆67Updated 5 years ago
- Awesome RL: Papers, Books, Codes, Benchmarks☆114Updated 10 months ago
- Combining Evolutionary Algorithms and deep RL in various ways☆98Updated 3 years ago
- This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.☆60Updated 5 years ago
- PyTorch implementation of CommNet☆36Updated 6 years ago
- TF2 Implementation of the Soft Actor-Critic Algorithm☆44Updated last year
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆92Updated 2 years ago
- ☆49Updated this week
- Simple grid-world environment compatible with OpenAI-gym☆49Updated 4 years ago
- ☆39Updated 4 years ago
- (AAAI 2018) Action Branching Architectures for Deep Reinforcement Learning☆108Updated last year
- ☆38Updated this week
- Reinforcement Learning and Deep Learning Resources☆16Updated 6 years ago
- Bayesian Uncertainty Exploration in Deep Reinforcement Learning☆17Updated 7 years ago