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Merge pull request #170 from zuoxingdong/step_info_trajectory
update VPG
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This example includes the implementations of the following reinforcement learning algorithms: | ||
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- [Cross Entropy Method (CEM)](cem) | ||
- [Covariance Matrix Adaptation Evolution Strategy (CMA-ES)](cmaes) | ||
- [OpenAI-ES](openaies) | ||
- [Vanilla Policy Gradient (VPG)](vpg) | ||
- [Proximal Policy Optimization (PPO)](ppo) | ||
- [Deep Deterministic Policy Gradients (DDPG)](ddpg) | ||
- [Twin Delayed DDPG (TD3)](td3) | ||
- [Soft Actor-Critic (SAC)](sac) | ||
- ES | ||
- [Cross Entropy Method (CEM)](cem) | ||
- [Covariance Matrix Adaptation Evolution Strategy (CMA-ES)](cmaes) | ||
- [OpenAI-ES](openaies) | ||
- RL | ||
- [Vanilla Policy Gradient (VPG)](vpg) | ||
- [Proximal Policy Optimization (PPO)](ppo) | ||
- [Deep Deterministic Policy Gradients (DDPG)](ddpg) | ||
- [Twin Delayed DDPG (TD3)](td3) | ||
- [Soft Actor-Critic (SAC)](sac) | ||
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# Benchmarks | ||
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<img src='benchmark.png' width='100%'> | ||
## ES | ||
<img src='benchmark_es.png' width='100%'> | ||
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## RL | ||
<img src='benchmark_rl.png' width='100%'> |
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