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natural-policy-gradient

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Akella17 / Deep-Bayesian-Quadrature-Policy-Optimization

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Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.

reinforcement-learning deep-learning monte-carlo deep-reinforcement-learning pytorch policy-gradient gaussian-processes continuous-control actor-critic mujoco trust-region-policy-optimization advantage-actor-critic roboschool probablistic-numerics bayesian-quadrature natural-policy-gradient
  • Updated Feb 17, 2021
  • Python

SaiSampathKedari / Deep-Reinforcement-Learning

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Deep Reinforcement Learning from mathematical foundations to PyTorch implementations: rigorous proofs, step-by-step derivations of objectives and gradient estimators, and reproducible experiments on Gymnasium and MuJoCo benchmarks spanning policy gradients, actor-critic methods, value-based learning, and continuous control.

reinforcement-learning deep-reinforcement-learning pytorch policy-gradient reinforcement-learning-algorithms gymnasium robot-learning actor-critic trpo trust-region-policy-optimization deep-rl-algorithms proximal-policy-optimization ppo advantage-actor-critic a2c generalized-advantage-estimation natural-policy-gradient deep-rl-implementations gymnasium-environment sutton-barto
  • Updated Sep 1, 2026
  • Python

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