FinEnvs: Fast Parallel Simulation of Financial Time Series Environments for Reinforcement Learning

For the current project proposal, see this document.

Useful References

• Isaac Gym paper
• FinRL-Podracer paper
• Deep Reinforcement Learning Versus Evolution Strategies Survey
• DD-PPO paper
• PPO paper
• TD3 paper
• SAC paper
• OpenAI ES paper
• EvoJAX paper
• PEARL paper
• Offline Reinforcement Learning paper
• Deep Neuroevolution with GAs paper
• ElegantRL-Podracer paper
• Training Large Models on Many GPUs article
• Evolutionary Models of Financial Markets survey