ImparaAI / monte-carlo-tree-searchLinks
Library for running a Monte Carlo tree search, either traditionally or with expert policies
☆126Updated last year
Alternatives and similar repositories for monte-carlo-tree-search
Users that are interested in monte-carlo-tree-search are comparing it to the libraries listed below
Sorting:
- Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.☆77Updated 5 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated last year
- Solving the Rubik's cube with deep reinforcement learning and Monte Carlo tree search☆103Updated 6 years ago
- Reinforcement Learning Assembly☆92Updated 3 years ago
- Research code implementing the search AI agent for Hanabi, as well as a web server so people can play against it☆128Updated 2 years ago
- RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features☆141Updated 5 years ago
- A simple implementation of MuZero algorithm for connect4 game☆96Updated 5 years ago
- A framework for easy prototyping of distributed reinforcement learning algorithms☆96Updated 4 years ago
- PyTorch AlphaZero implementation with multiplayer support [NeurIPS 2019 Deep Reinforcement Learning Workshop]☆34Updated 4 years ago
- Demo of UCT (MCTS) in Python / Numpy☆88Updated 2 years ago
- Code for the paper, "Learning Human Objectives by Evaluating Hypothetical Behavior"☆84Updated 5 years ago
- Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization☆55Updated 4 years ago
- Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)☆76Updated 5 years ago
- An easy-to-use reinforcement learning library for research and education.☆169Updated 2 weeks ago
- This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.☆32Updated 6 years ago
- Evolution Strategy Library☆55Updated 5 years ago
- A structured implementation of MuZero☆205Updated 3 years ago
- A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning☆97Updated 4 years ago
- A novel parallel UCT algorithm with linear speedup and negligible performance loss.☆120Updated 4 years ago
- A library that makes Evolutionary Strategies (ES) simple to use.☆180Updated 4 years ago
- Highly Modular and Scalable Reinforcement Learning☆117Updated 5 years ago
- Code release for Learning with Opponent-Learning Awareness and variations.☆149Updated 2 years ago
- ☆67Updated 3 years ago
- A standalone release of DeepMind Lab's maze generator with Python bindings.☆64Updated last year
- Neuro-evolution for OpenAI Gym environments☆57Updated 4 years ago
- Supplementary Data for Evolving Reinforcement Learning Algorithms☆46Updated 4 years ago
- TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x☆62Updated 4 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆96Updated 7 years ago
- Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks☆51Updated 2 years ago
- Reinforcement Learning implementations and research prototyping in TensorFlow☆82Updated 6 years ago