JORLDY Beta 0.3.0

❗Important

• Integrate scripts into one main script (#125)
• TD3 is implemented (#127)
• R2D2 is implemented, but it needs to be optimized (#104)

🛠️ Fixes & Improvements

• Edit stamp step calc; reset to 0 → -= period step(#130)
• implement gather thread to process get from queue with thread(update manage process with it)(#130)
• Intergrate dqn network, deterministic policy actor, critic (#129)
• Add lr scheduler to all RL algorithms (#108)

🔩 Minor fix

• Delete unused variable in ddqn (#128)

⏰ Known Issues

• ICM PPO and RND PPO performance degrades after ppo is modified. It needs to be fixed
• R2D2 need to be optimized
• APE-X debugging has to be done
• IQN based algorithms have to be evaluated

🙏 Acknowledgement

• Thanks to all who contributes JORLDY v0.3.0: @leonard-q , @ramanuzan, @kan-s0, @erinn-lee