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Pycolab Tasks

Playing the Pycolab Tasks

We provide a script to allow human play of the Pycolab tasks. To play, run e.g.

python3 pycolab/human_player.py -- --game=key_to_door

The Pycolab Tasks

There are 2 Pycolab tasks presented here. Each level is composed of 3 distinct phases. The first phase is the 'explore' phase, where the agent should learn a piece of information or do something. For both tasks, the 2nd phase is the 'distractor' phase, where the agent collects apples for rewards. The 3rd phase is the 'exploit' phase, where the agent gets rewards based on the knowledge acquired or actions performed in phase 1.

Special thanks to Hamza Merzic for writing these task scripts.

Active Visual Match

  • Phase 1: A colour square randomly placed in a two-connected room.
  • Phase 2: Apples collection.
  • Phase 3: Choose the colour square matched that in Phase 1 among 4 options.

Key To Door

  • Phase 1: A key randomly placed in a two-connected room.
  • Phase 2: Apples collection.
  • Phase 3: A small room with a door. If agent has key, it can open the door to get to the goal behind the door to get reward.