subgoal-mcts

Subgoal-based MCTS

An extension to Monte-Carlo Tree Search (MCTS) that efficiently generates macro-actions from subgoal predicates in deterministic domains.

Subgoal-Based Temporal Abstractions in Monte-Carlo Tree Search

GitHub

4 stars
1 watching
0 forks
Language: C++
last commit: over 6 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
resibots/mcts An implementation of the Monte Carlo Tree Search algorithm in C++14 39
brilee/python_uct A Python implementation of Monte Carlo Tree Search (MCTS) using Numpy. 83
mjlaine/mcmcstat A collection of Matlab functions for Bayesian analysis using Markov chain Monte Carlo simulation. 86
matsonj/nba-monte-carlo A Monte Carlo simulation of the NBA season leveraging dbt, duckdb and evidence.dev for data analytics and business intelligence 451
changebo/vine_mcts This project provides a Python implementation of a method to learn the structure of copulas using Monte Carlo Tree Search. 5
uds-psl/mpctt A research project on using the Coq proof assistant to develop and prove mathematical models of computation in computational type theory 80
m-zajac/json2go Tool for generating Go type representations from JSON inputs 132
sbt/sbt-jmh A plugin for running micro-benchmarks written in Scala using the JMH harness. 787
jmrichardson/tuneta Automates optimization of technical indicators for machine learning models in finance 413
poggenpower/mqtt_tree Tool for monitoring and displaying MQTT topic hierarchies in real-time 5
hrbrmstr/ggalt A collection of utility functions for extending the capabilities of the popular data visualization library ggplot2. 663
jkkummerfeld/berkeley-ccg2pst A tool for converting Combinatory Categorial Grammar derivations into Phrase Structure Trees using Python 11
jmcvetta/neoism A Neo4j client library for Go, providing access to the graph database via its REST API. 390
doobwa/mcmc.jl MCMC algorithms implemented in Julia for Bayesian modeling 35
dhgarrette/type-supervised-tagging-2012emnlp This repository provides code and scripts to reproduce the results of an EMNLP 2012 paper on type-supervised part-of-speech tagging using a specific hidden Markov model approach. 1