notadamking/RLTrader
A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2685
- days_rel: n/a
- days_push: 1684
- n_releases_24m: 0
Adoption not part of the score
1867 stars · 544 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
RLTrader is a Python library providing a cryptocurrency trading environment built on OpenAI's gym, using deep reinforcement learning to train trading agents. It includes a CLI for optimization and static data updates, and is the predecessor to the TensorTrade framework.
Use cases
- train a reinforcement learning agent to trade bitcoin
- simulate a crypto trading environment with gym
- backtest trading strategies with deep RL
- optimize trading bot hyperparameters with Bayesian optimization
- experiment with feature engineering for trading signals
- build a bitcoin trading bot that learns from historical data
When to choose
- you want to experiment with deep RL for crypto trading in Python
- you need a gym-compatible trading environment for research
- you want to study the techniques behind a published RL trading bot
When to avoid
- you need a maintained or production-ready trading framework (use TensorTrade instead)
- you want live trading with exchange integrations out of the box
- you need support for recent Python versions or active community fixes
Facets
library · maturity abandoned
machine-learning deep-learning reinforcement-learning trading cli data-science fintech machine-learning reinforcement-learning python cryptocurrency-trading openai-gym trading-bot bayesian-optimization feature-engineering tensortrade-predecessor cryptocurrency trading docker linux gpu
2 sources
- readme: https://github.com/notadamking/RLTrader · fetched 2026-08-28 · 2e5f863bac9a
- homepage: https://discord.gg/ZZ7BGWh · fetched 2026-08-29 · d1accb9f34db
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| notadamking/RLTrader | main | 23 |
For agents
markdown · JSON · MCP: product_card(name="notadamking/RLTrader")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem