Add autogen agent to support LLF-Bench

[BeibinLi]

You can test the code by running

python llfbench/agents/ag_agent.py

The code only supports DISCRETE action space now, and I will keep testing other action space. The main difficulty is how to extract and convert from LLM's answer (string) into gym's action space.