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awesome-monte-carlo-tree-search-papers

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

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

ChanchalKumarMaji /Reinforcement-Learning-Specialization

[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

asieradzk /RL_Matrix

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

UpdatedMar 12, 2025
C#

coax

coax-dev /coax

Modular framework for Reinforcement Learning in python

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

UpdatedFeb 1, 2023
Python

kkuette /TradzQAI

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

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

SynaLinks /synalinks

🧠🔗 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

UpdatedMar 15, 2025
Python

BY571 /DQN-Atari-Agents

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

StephanAkkerman /tensortrade-extras

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

ashutosh1919 /neuro-symbolic-sudoku-solver

⚙️ 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

MilleXi /stock_trading

🚀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

UpdatedFeb 7, 2025
Python

TheMTank /RL-code-resources

A collection of Reinforcement Learning GitHub code resources divided by frameworks and environments

framework reinforcement-learning reinforcement-learning-algorithms rl environments reinforcement-learning-agent rl-environment reinforcement-learning-tutorials rl-framework rl-envs envs

UpdatedMar 23, 2022

ycchen1989 /Var-QuantumCircuits-DeepRL

Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.

reinforcement-learning deep-learning deep-reinforcement-learning pytorch quantum-computing quantum-information quantum-algorithms quantum-machine-learning reinforcement-learning-agent pennylane variational-quantum-circuits

UpdatedApr 12, 2021
Python

sdsubhajitdas /Rocket_Lander_Gym

💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

deep-neural-networks reinforcement-learning deep-learning tensorflow openai-gym artificial-intelligence openai gym tensorflow-experiments deep-q-network spacex openai-gym-environments gym-environment reinforcement-learning-agent reinforcement-learning-playground openai-gym-agents spacexbot openai-gym-environment spacex-visualization spacex-launches

UpdatedJul 24, 2018
Python

Naereen /gym-nes-mario-bros

🐍 🏋 OpenAI GYM for Nintendo NES emulator FCEUX and 1983 game Mario Bros. + Double Q Learning for mastering the game

openai-gym fceux keras-tensorflow mario-bros reinforcement-learning-agent openai-gym-environment

UpdatedMar 31, 2021
Python

rpatrik96 /pytorch-a2c

A well-documented A2C written in PyTorch

python deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning openai-gym python3 pytorch reinforcement-learning-algorithms advantage actor-critic pytorch-tutorial reinforcement-learning-agent advantage-actor-critic a2c baselines pytorch-implementation stable-baselines episode-rollout

UpdatedJun 3, 2019
Python

paulorocosta /learning-2opt-drl

Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning graph pytorch lstm policy-gradient reinforcement-learning-algorithms traveling-salesman reinforce tsp lstm-neural-networks actor-critic combinatorial-optimization 2-opt travelling-salesman-problem reinforcement-learning-agent graph-neural-networks reinforcement-learning-environments tsp-instances

UpdatedOct 20, 2020
Python

shasankp000 /AI-Player

A minecraft mod which aims to add a "second player" into the game which will actually be intelligent.

java minecraft reinforcement-learning q-learning artificial-intelligence minecraft-mod game-modding reinforcement-learning-agent

UpdatedMar 6, 2025
Java

schneimo /ddpg-pytorch

PyTorch implementation of DDPG for continuous control tasks.

reinforcement-learning pytorch rl ddpg reinforcement-learning-agent

UpdatedJan 3, 2020
Python

mike-gimelfarb /deep-successor-features-for-transfer

A reusable framework for successor features for transfer in deep reinforcement learning using keras.

reinforcement-learning keras deep-reinforcement-learning reinforcement-learning-algorithms rl transfer-learning deep-rl reinforcement-learning-agent successor-representation successor-features

UpdatedMay 11, 2021
Python

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