Difference between revisions of "Proximal Policy Optimization (PPO)"
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[http://www.google.com/search?q=Proximal+Policy+Optimization+PPO+machine+learning+ML+artificial+intelligence ...Google search] | [http://www.google.com/search?q=Proximal+Policy+Optimization+PPO+machine+learning+ML+artificial+intelligence ...Google search] | ||
| + | * [https://arxiv.org/abs/1707.06347 Proximal policy optimization algorithms | J. Schulman, F. Wolski, P. Dhariwal, A. Radford & O. Klimov 2017] | ||
* [[Deep Reinforcement Learning (DRL)]] | * [[Deep Reinforcement Learning (DRL)]] | ||
* [[Policy Gradient (PG)]] | * [[Policy Gradient (PG)]] | ||
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** [[Hierarchical Reinforcement Learning (HRL)]] | ** [[Hierarchical Reinforcement Learning (HRL)]] | ||
* [[Assistants]] ... [[Hybrid Assistants]] ... [[Agents]] ... [[Negotiation]] | * [[Assistants]] ... [[Hybrid Assistants]] ... [[Agents]] ... [[Negotiation]] | ||
| + | * [[Natural Language Processing (NLP)]] ...[[Natural Language Generation (NLG)|Generation]] ...[[Large Language Model (LLM)|LLM]] ...[[Natural Language Tools & Services|Tools & Services]] | ||
* [https://www.technologyreview.com/2023/02/08/1068068/chatgpt-is-everywhere-heres-where-it-came-from/ ChatGPT is everywhere. Here’s where it came from | Will Douglas Heaven - MIT Technology Review] | * [https://www.technologyreview.com/2023/02/08/1068068/chatgpt-is-everywhere-heres-where-it-came-from/ ChatGPT is everywhere. Here’s where it came from | Will Douglas Heaven - MIT Technology Review] | ||
** [[Sequence to Sequence (Seq2Seq)]] | ** [[Sequence to Sequence (Seq2Seq)]] | ||
Revision as of 09:16, 26 February 2023
Youtube search... ...Google search
- Proximal policy optimization algorithms | J. Schulman, F. Wolski, P. Dhariwal, A. Radford & O. Klimov 2017
- Deep Reinforcement Learning (DRL)
- Policy Gradient (PG)
- Reinforcement Learning (RL):
- Monte Carlo (MC) Method - Model Free Reinforcement Learning
- Markov Decision Process (MDP)
- Q Learning
- State-Action-Reward-State-Action (SARSA)
- Deep Reinforcement Learning (DRL) DeepRL
- Distributed Deep Reinforcement Learning (DDRL)
- Deep Q Network (DQN)
- Evolutionary Computation / Genetic Algorithms
- Actor Critic
- Hierarchical Reinforcement Learning (HRL)
- Assistants ... Hybrid Assistants ... Agents ... Negotiation
- Natural Language Processing (NLP) ...Generation ...LLM ...Tools & Services
- ChatGPT is everywhere. Here’s where it came from | Will Douglas Heaven - MIT Technology Review
- Sequence to Sequence (Seq2Seq)
- Recurrent Neural Network (RNN)
- Long Short-Term Memory (LSTM)
- Bidirectional Encoder Representations from Transformers (BERT) ... a better model, but less investment than the larger OpenAI organization
- ChatGPT | OpenAI:
