强化学习

1. Trust Region Policy Optimization. (TRPO)

2. Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation. (ACKTR)

3. Proximal Policy Optimization Algorithms. (PPO)

4. Deterministic Policy Gradient Algorithms. (DPG)

5. Continuous Control with Deep Reinforcement Learning. (DDPG)

6. Addressing Function Approximation Error in Actor-Critic Methods. (TD3)

7. Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor. (SAC)