Reinforcement Learning (RL) from Human Feedback (RLHF)

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• Reinforcement Learning (RL)
  • Monte Carlo (MC) Method - Model Free Reinforcement Learning
  • Markov Decision Process (MDP)
  • State-Action-Reward-State-Action (SARSA)
  • Q Learning
    • Deep Q Network (DQN)
  • Deep Reinforcement Learning (DRL) DeepRL
  • Distributed Deep Reinforcement Learning (DDRL)
  • Evolutionary Computation / Genetic Algorithms
  • Actor Critic
    • Asynchronous Advantage Actor Critic (A3C)
    • Advanced Actor Critic (A2C)
    • Lifelong Latent Actor-Critic (LILAC)
  • Hierarchical Reinforcement Learning (HRL)
• Game Theory
• Policy Gradient (PG)
• Trust Region Policy Optimization (TRPO)
• Proximal Policy Optimization (PPO)
• Robotics
• Neural Architecture Search (NAS) with Reinforcement Learning | Barret Zoph & Quoc V. Le ...Wikipedia
• Beyond DQN/A3C: A Survey in Advanced Reinforcement Learning | Joyce Xu - Towards Data Science
• AdaNet
• Feedback Loop - The AI Economist
• Learning Techniques
  • Apprenticeship Learning - Inverse Reinforcement Learning (IRL)

• ChatGPT
• Illustrating Reinforcement Learning from Human Feedback (RLHF) | N. Lambert, L. Castricato, L. von Werra, and A. Havrilla - Hugging Face