Modularized Implementation of Deep RL Algorithms in PyTorch
OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
This project contains several Deep Reinforcement Learning method and some experiments basd on OpenAi gym.
Implementation of Continuous Control RL Algorithms
PPO with Hindsight Experience Replay (HER)
이 저장소는 강화학습의 학습 방법 중 하나인 정책 경사(policy gradient)에 대한 방법론을 정리합니다.
Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
My own implementation of deep reinforcement learning algorithms.
2022 Spring Semester, Personal Project Research
TensorFlow2 implementation of Self-Imitation Learning (SIL) with Synchronous Advantage Actor-Critic (A2C).
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