BTC Trading OpenEnv

LIVE FEED

BTC/USDAlgorithmic Trading Environment TASK 1Profitable Baseline · 100 Steps · EASY TASK 2Flash Crash Survival · 150 Steps · MEDIUM TASK 3Sharpe Optimisation · 200 Steps · HARD REWARDDense · Partial Progress · Terminal Bonus FEESTaker 0.10% · Maker 0.05% DATABinance BTCUSDT 1h · GBM Fallback BTC/USDAlgorithmic Trading Environment TASK 1Profitable Baseline · 100 Steps · EASY TASK 2Flash Crash Survival · 150 Steps · MEDIUM TASK 3Sharpe Optimisation · 200 Steps · HARD REWARDDense · Partial Progress · Terminal Bonus FEESTaker 0.10% · Maker 0.05% DATABinance BTCUSDT 1h · GBM Fallback

Episodes Reset

Total Steps

WS Sessions

Graded Tasks

⬡ Easy

Profitable Baseline

100 steps · Return ≥1% · DD <30%

⬡ Medium

Flash Crash Survival

150 steps · Survive crash · DD <20%

⬡ Hard

Sharpe Optimisation

200 steps · Sharpe ≥0.5 · Return ≥2%

⌖ Environment Controls NO EPISODE

Active Task

Seed (blank = random)

Amount 0.30

0.00fraction of balance1.00

Limit Price (blank = market order)

◈ Raw JSON Response

Reward — Done false

PROCESSING...

// Click RESET EPISODE to start.
// Then use BUY / SELL / HOLD to step.
// The full API response appears here.

{
  "observation": { ... },
  "reward": null,
  "done": false
}

◕ Live Observation

Step—/— Task—

Portfolio Value

—

Return %

—

Max Drawdown

—

BTC Balance

—

RSI 14

—

SMA 5

—

SMA 20

—

MACD

—

Volatility 20

—

Mid Price

—

Spread %

—

Total Trades

—

Fiat Balance

—

⚡ Quick Start Swagger UI →

Python

# pip install httpx import httpx # Reset r = httpx.post("/reset", json={"task_id": "easy_profitable_baseline", "seed": 42}) # Step r = httpx.post("/step", json={"action_type": "buy", "amount": 0.3}) # Grade r = httpx.post("/grade") print(r.json())

cURL

# Reset curl -X POST /reset \ -H "Content-Type: application/json" \ -d '{"task_id":"easy_profitable_baseline","seed":42}' # Step curl -X POST /step \ -d '{"action_type":"buy","amount":0.3}' # Grade curl -X POST /grade

⊞ API Endpoints

GET/healthHealth probe

POST/resetStart episode

POST/stepExecute action

GET/stateEpisode state

POST/gradeGrade episode

GET/tasksList tasks

GET/metricsLive metrics

WS/wsStreaming