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Merge pull request #170 from zuoxingdong/step_info_trajectory
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update VPG
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zuoxingdong committed May 8, 2019
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This example includes the implementations of the following reinforcement learning algorithms:

- [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)

# Benchmarks

<img src='benchmark.png' width='100%'>
## ES
<img src='benchmark_es.png' width='100%'>

## RL
<img src='benchmark_rl.png' width='100%'>
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