DRL Trading - AI Gold Trading Bot Deep reinforcement learning system for autonomous XAUUSD trading using: - PPO & Dreamer algorithms (PyTorch) - 140+ features: multi-timeframe, macro data, economic events - MetaTrader 5 live trading - 2M steps trained, targeting 80-120% annual returns - Multiple strategies (aggressive/swing/standard)

Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to choose an action to sell, buy, or hold the stocks to maximize the gain in asset value. The paper also acknowledges the need for a system that predicts the trend in stock value to work along with the reinforcement learning algorithm. We implement a sentiment analysis model using a recurrent convolutional neural network to predict the stock trend from the financial news. The objective of this paper is not to build a better trading bot, but to prove that reinforcement learning is capable of learning the tricks of stock trading.

A Deep Reinforcement Learning Trading Bot with PyTorch

Deep Reinforcement Learning A3C Crypto Trading Bot

AI-powered cryptocurrency trading bot built using deep reinforcement learning (DRL). The bot is designed as a research platform for developing and testing advanced trading strategies, emphasizing flexibility in reward function design, data ingestion, and multi-agent experimentation.

Trading bot that trades on bitcoin using deep reinforcement learning

This project implements a Stock Trading Bot, trained using Deep Reinforcement Learning, specifically Deep Q-learning. Implementation is kept simple and as close as possible to the algorithm discussed in the paper, for learning purposes.

Datasets for TDH-DQN trading bot, Multi-Timeframe Algorithmic Trading Bots using Thick Data Heuristics with Deep Reinforcement Learning

Deep Reinforcement Learning driven trading bot

An automated trading bot using deep reinforcement learning.

A simple stock trading bot using Reinforcement Learning (Deep Q Learning).

Deep reinforcement learning stock trading bot for the Alpaca broker API

Deep Reinforcement learning trading bot

Double Dueling Deep Q Network Reinforcement Learning based Crypto Trading Bot

My development of automated trading bots based on deep reinforcement learning (deep Q networks, Artificial Neural Networks, DNN)

Deep Reinforcement Learning Trading Bot for Forex Markets - DQN agent with advanced risk management, frame stacking, and adaptive position sizing

Trade Bot using Deep Reinforcement Learning Method Deep Q Learning

AI-Powered Autonomous Trading Engine | Python + Deep Learning | Reinforcement Learning Strategy | Neural Network Market Analysis | Quantitative Finance | Crypto + DeFi Trading Bot

This project implements a Stock Trading Bot, trained using Deep Reinforcement Learning, specifically Deep Q-learning. Implementation is kept simple and as close as possible to the algorithm.

nof1.ai trading bot is an open-source autonomous trading system built by Nof1.ai as part of the Alpha Arena experiment. It trades real crypto on Hyperliquid using deep reinforcement learning, live market signals, and adaptive AI-driven strategy optimization.

Deep Reinforcement Learning meets MetaTrader 5: this repo bridges SB3 agents (PPO, A2C, DQN) with MT5 for backtesting and live trading. Modular notebooks for training and analysis, plus a CLI bot with dry-run safety, market guards, and verbose logging.

This Python program uses reinforcement learning (RL) to build a trading bot that can make decisions based on live stock market data. The bot fetches real-time market data using Yahoo Finance, analyzes it, and makes decisions (buy, sell, or hold) using a **Deep Q-Network (DQN)** model.

Deep Reinforcement Learning Cryptocurrency Trading Bot

Autonomous trading bot powered by deep reinforcement learning.

Swing Trading Bot using Deep Reinforcement Learning (Soft Actor Critic)

Developed a Stock Trade Bot using Deep Q-Learning Reinforcement Learning Algorithm. The bot trains using ANN and the Q table gets updated after every epoch. The bot can take decisions of buying and selling stocks accordingly to maximize profit.

A single coin cryptocurrency spot trading bot using PPO deep reinforcement learning algorithm。

Trey is a Deep Reinforcement Learning trading bot for stock and crypto options

Reinforcement learning trading bot that can buy, sell and hold stocks using deep Q-Learning

Deep Reinforcement Learning Trading Bot for crypto using Proximal Policy Optimization and order block analysis