reinforcement-learning-algorithms

Here are 937 public repositories matching this topic...

Multi-Shot-Approximation-of-MDPs / Self-Guided-ALPs-Discounted-Cost

Multi-Shot Approximation of Discounted Cost MDPs

reinforcement-learning linear-programming reinforcement-learning-algorithms inventory-management value-function kernel-trick approximate-dynamic-programming random-features

Updated Jun 4, 2024
Python

sail-sg / optim4rl

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Optim4RL is a Jax framework of learning to optimize for reinforcement learning.

reinforcement-learning optimization optimizer reinforcement-learning-algorithms optimization-algorithms meta-learning jax learning-to-learn optimizers meta-learning-algorithms learning-to-optimize meta-learning-algorithm

Updated Jun 4, 2024
Python

EdanToledo / Stoix

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🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL

research reinforcement-learning end-to-end deep-reinforcement-learning reinforcement-learning-algorithms sarl jax anakin single-agent single-agent-systems single-agent-reinforcement-learning pure-jax

Updated Jun 4, 2024
Python

TruongNhanNguyen / handson-ml3

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A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

training natural-language-processing deep-learning deployment machine-learning-algorithms recurrent-neural-networks reinforcement-learning-algorithms convolutional-neural-networks classification-algorithm supervised-machine-learning unsupervised-machine-learning regression-algorithms

Updated Jun 4, 2024
Jupyter Notebook

DLR-RM / stable-baselines3

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PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

python machine-learning reinforcement-learning robotics pytorch toolbox openai gym reinforcement-learning-algorithms sde baselines stable-baselines sb3 gsde

Updated Jun 3, 2024
Python

luchris429 / purejaxrl

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Really Fast End-to-End Jax RL Implementations

reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms ppo jax

Updated Jun 2, 2024
Python

Skylark0924 / Rofunc

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🤖 The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation

Updated Jun 2, 2024
Python

kuku929 / math_puzzle_rl

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A 15-puzzle solver using Reinforcement Learning in C++

machine-learning deep-reinforcement-learning reinforcement-learning-algorithms value-iteration

Updated Jun 1, 2024
C++

pockerman / cuberl

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Library for reinforcement learning with c++

reinforcement-learning cpp pytorch reinforcement-learning-algorithms

Updated Jun 2, 2024
C++

jianzhnie / llmtech

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LLMTechSite, 专注于通用人工智能领域的技术生态。

reinforcement-learning-algorithms diffusion-models aigc llms

Updated Jun 1, 2024

RL Forge is an open source reinforcement learning library that aims to provide the users with useful functions for the development of Reinforcement Learning Agents. The library also includes multiple popular reinforcement learning agents and environments, in addition, it is designed to be compatible with the gymnasium library (previous OpenAI Gym).

python machine-learning reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-agent

Updated May 31, 2024
Python

Feel-The-AGI / reinforcement-learning_through_Tree-of-Thought

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Reinforcement Learning through Tree-of-Thought (ToT) with pure math

reinforcement-learning math pytorch reinforcement-learning-algorithms reinforcement-learning-agent reinforcement-learning-environments

Updated May 31, 2024
Python

opendilab / DI-engine

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act3-ace / CoRL

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The Core Reinforcement Learning library is intended to enable scalable deep reinforcement learning experimentation in a manner extensible to new simulations and new ways for the learning agents to interact with them. The hope is that this makes RL research easier by removing lock-in to particular simulations.The work is released under the follow…

reinforcement-learning reinforcement-learning-algorithms evaluation-framework reinforcement-learning-environments