reinforcement-learning-agent

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benedekrozemberczki /awesome-monte-carlo-tree-search-papers

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Star680

A curated list of Monte Carlo tree search papers with implementations.

learning machine-learning reinforcement-learning deep-learning monte-carlo machine-learning-algorithms q-learning policy-gradient reinforcement-learning-algorithms rl tree-search atari policy-evaluation monte-carlo-tree-search deep-q-learning reinforcement-learning-agent

UpdatedMar 16, 2024
Python

SynaLinks /synalinks

Star272

🧠🔗 From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices

reinforcement-learning language-model reinforcement-learning-agent neuro-symbolic neuro-symbolic-ai in-context-learning llms llmops in-context-reinforcement-learning context-engineering

UpdatedJul 11, 2025
Python

asieradzk /RL_Matrix

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Star268

Deep Reinforcement Learning in C#

machine-learning reinforcement-learning deep-learning dotnet deep-reinforcement-learning multi-agent multi-environment dqn cartpole reinforcement-learning-algorithms sac proximal-policy-optimization ppo reinforcement-learning-agent gail multi-agent-reinforcement-learning reinforcement-learning-environments soft-actor-critic gail-ppo

UpdatedJul 4, 2025
C#

ChanchalKumarMaji /Reinforcement-Learning-Specialization

Star242

[Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"

reinforcement-learning coursera reinforcement-learning-algorithms reinforcement-learning-agent reinforcement-learning-tutorials university-of-alberta coursera-reinforcement-learning

UpdatedFeb 12, 2020
Jupyter Notebook

coax-dev /coax

Star173

Modular framework for Reinforcement Learning in python

reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-agent

UpdatedFeb 1, 2023
Python

kkuette /TradzQAI

Star165

Trading environnement for RL agents, backtesting and training.

algorithm reinforcement-learning bitcoin trading trading-bot reinforcement-learning-algorithms trading-algorithms backtesting bitcoin-bot reinforcement-learning-agent trading-env

UpdatedJun 21, 2022
Python

jangirrishabh /Overcoming-exploration-from-demos

Star154

Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI

reinforcement-learning robotics openai-gym ros gazebo actor-critic learning-from-demonstration ddpg-algorithm reinforcement-learning-agent hindsight-experience-replay

UpdatedOct 25, 2021
Python

EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.

reinforcement-learning policy-gradient gpu-acceleration evolutionary-algorithms sac hpo automl ppo reinforcement-learning-agent jax population-based-training reinforcement-learning-environments

UpdatedMay 1, 2025
Python

BY571 /DQN-Atari-Agents

Star123

DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN

multiprocessing parallel-computing deep-reinforcement-learning rainbow multi-environment openai reinforcement-learning-algorithms atari c51 reinforcement-learning-agent drqn prioritized-experience-replay dqn-pytorch multi-step-dqn ddqn-pyotrch dueling-dqn-pytorch noisy-dqn n-step-dqn

UpdatedDec 18, 2020
Jupyter Notebook

MilleXi /stock_trading

Star114

🚀一个结合了LSTM股票价格预测与强化学习交易策略的智能股票交易系统。通过深度学习对股市数据进行精准预测，并利用强化学习自动优化交易决策，实现了从数据获取、趋势预测到自动交易的全流程智能化。系统不仅提供了强大的数据处理和预测功能，还内置交互式可视化界面，帮助用户实时查看预测结果与交易决策，适用于多支股票的批量处理，帮助投资者更好地捕捉市场机会，提升交易效率与收益。

lstm stock-price-prediction trading-strategies trading-algorithms yahoo-finance stock-trading reinforcement-learning-agent tradingbot gradio-interface

UpdatedApr 13, 2025
Python

ashutosh1919 /neuro-symbolic-sudoku-solver

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Star72

⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.

machine-learning reinforcement-learning deep-learning neural-network artificial-intelligence sudoku-solver sudoku artificial-neural-networks reinforcement-learning-agent explainable-ai solving-sudoku-puzzles neurosymboliccomputing neural-logic-machines

UpdatedDec 16, 2021
Python

StephanAkkerman /tensortrade-extras

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Star69

Discover a curated list of projects complementing TensorTrade, distinct from those mentioned in its official documentation. Contributions are welcome; if you spot a missing project, please submit a pull request!

finance data crypto reinforcement-learning openai-gym cryptocurrency stocks technical-analysis cryptocurrency-trading-bot stock-trading reinforcement-learning-agent live-trading tensortrade

UpdatedSep 16, 2022

dvalenciar /ReinforceUI-Studio

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Star66

ReinforceUI-Studio. A Python-based application designed to simplify the configuration and monitoring of RL training processes. Supporting MuJoCo, OpenAI Gymnasium, and DeepMind Control Suite. Algorithms included: CTD4, DDPG, DQN, PPO, SAC, TD3, TQC

machine-learning reinforcement-learning deep-learning pytorch reinforcement-learning-algorithms gymnasium mujoco reinforcement-learning-agent dm-control mlflow soft-actor-critic ppo-pytorch