
Jason
 Referenced in 54 articles
[sw06187]
 systems using the Jason platform; it reinforces learning with examples, problems, and illustrations, includes...

Approxrl
 Referenced in 23 articles
[sw14312]
 implementations of a number of approximate reinforcement learning (RL) and dynamic programming (DP) algorithms. Notably ... Schutter, and D. Ernst, Reinforcement Learning and Dynamic Programming Using Function Approximators, CRC Press, Automation...

RMAX
 Referenced in 32 articles
[sw02539]
 very simple modelbased reinforcement learning algorithm which can attain nearoptimal average reward...

TEXPLORE
 Referenced in 7 articles
[sw13721]
 TEXPLORE: temporal difference reinforcement learning for robots and timeconstrained domains This book presents ... develops new reinforcement learning methods that enable fast and robust learning on robots in real ... that they were not programmed for. Reinforcement learning (RL) is a paradigm for learning sequential...

RLGlue
 Referenced in 8 articles
[sw13720]
 Glue: LanguageIndependent Software for ReinforcementLearning Experiments. RLGlue is a standard, languageindependent ... software package for reinforcementlearning experiments. The standardization provided by RLGlue facilitates code sharing...

PyBrain
 Referenced in 7 articles
[sw12670]
 still powerful algorithms for Machine Learning Tasks and a variety of predefined environments to test ... PyBrain is short for PythonBased Reinforcement Learning, Artificial Intelligence and Neural Network Library...

RLPy
 Referenced in 2 articles
[sw14300]
 RLPy: a valuefunctionbased reinforcement learning framework for education and research. RLPy ... objectoriented reinforcement learning software package with a focus on valuefunctionbased methods using ... functions), facilitating recently increased specialization in reinforcement learning. RLPy is written in Python to allow ... properties allow users to compare various reinforcement learning algorithms with little effort...

rllib
 Referenced in 2 articles
[sw11544]
 templatebased reinforcement learning library: fitting the code to the mathematics. This paper introduces ... good fit between the mathematics of reinforcement learning and their implementation in a library...

LVIBRA
 Referenced in 3 articles
[sw02429]
 last years the use of online learning approaches to achieve coordination has attracted ... this work is to use a Reinforcement Learning approach in the job of learning...

banditnmt
 Referenced in 1 article
[sw20941]
 banditnmt: Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback. Machine translation ... natural candidate problem for reinforcement learning from human feedback: users provide quick, dirty ratings ... generated reference translations. We describe a reinforcement learning algorithm that improves neural machine translation systems...

Piqle
 Referenced in 2 articles
[sw14313]
 fast design, prototyping and test of reinforcement learning experiments (RL). By clearly separating algorithms...

mdp
 Referenced in 2 articles
[sw21994]
 Norvig. It does not implement reinforcement learning or POMDPs. For a very similar package...

RLLib
 Referenced in 1 article
[sw14311]
 Represent Learnable Knowledge using On/Off Policy Reinforcement Learning RLLib is a lightweight C++ template library ... gradient temporaldifference learning algorithms in Reinforcement Learning. It is an optimized library for robotic...

JRLF
 Referenced in 1 article
[sw14316]
 Java Reinforcement Learning Framework (JRLF) is a general framework for implementing and testing reinforcement learning...

rltexplorerospkg
 Referenced in 1 article
[sw14315]
 texplorerospkg: Reinforcement learning framework, agents, and environments with ROS interface. This project ... framework for running reinforcement learning experiments through ROS. Agents and Environments communicate actions, states...

LibPGRL
 Referenced in 1 article
[sw14310]
 LibPGRL: A high performance reinforcement learning library in C++. The PG library was intended ... highperformance policygradient reinforcement learning library. Since the first version it has been extended...

Aplusix
 Referenced in 7 articles
[sw08845]
 Grenoble to help students learn arithmetic and algebra. Aplusix reinforces students’ skills, reduces mistakes...

RLPark
 Referenced in 1 article
[sw14314]
 RLPark is a Java reinforcement learning library to experiment with online learning algorithms on robots...

CLSquare
 Referenced in 1 article
[sw14317]
 standardized framework for testing (not only) Reinforcement Learning controllers on a (growing) number of different...

MDPtoolbox
 Referenced in 1 article
[sw22705]
 also proposes some functions related to Reinforcement Learning...