GmxV2

You can import the GmxV2 environment by running:

run.py
env = GmxV2Env(
  chain=Chain.ARBITRUM,
  date_range=(start_time, end_time),
  agents=[agent1],
  market_venues=[market_venue],
  market_impact="replay",
  backend_type="forked",
)

It is recommended to read the GmxV2 docs first.

Market venues

GMX provides different markets. As seen above, the GMX environment expects the specification of a market venue.

This could look like:

run.py
market_venue = MarketVenue(
  long_token="WETH",
  short_token="USDC",
  index_token="WETH",
)

Actions

For a complete list of supported actions, please refer to the code reference.

run.py
if gm_token_value < Decimal(1.5) and self.state == State.NO_POSITION:
  self.state = State.POSITION_OPEN
  return [
      GmxDeposit(
          agent=self.agent,
          market_key="WETH:WETH:USDC",
          initial_long_token_symbol="WETH",
          initial_short_token_symbol="USDC",
          long_token_usd=Decimal(100),
          short_token_usd=Decimal(100),
          observations=obs,
      )
  ]
 
if self.state is State.POSITION_OPEN and self.count > 30:
  self.state = State.FINISH
  return [
      GmxWithdrawal(
          agent=self.agent,
          market_key="WETH:WETH:USDC",
          gm_token_amount=Decimal(100),
      )
  ]