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value-network

Here are 5 public repositories matching this topic...

lucidrains / value-network

Exploration into some new research surrounding value networks

deep-learning artificial-intelligence value-network

Updated Feb 4, 2026
Python

Aaronaferns / MBRL-DeepMPC

Efficient Model-Based Deep Reinforcement Learning with Predictive Control: Developed a Model-Based RL algorithm using MPC, achieving convergence in 200 episodes (best case) and 1000 episodes on average, outperforming SAC/DQN (10,000+ episodes). Enhanced sample efficiency by 80-90% using learned dynamics and CEM for trajectory optimization.

python deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning model-predictive-control gym-environment value-network model-based-reinforcement-learning mujoco-environments cross-entropy-method

Updated Dec 31, 2024
Python

s8w1e2ep / GoMoKu

GoMoKu combine with Monte Carlo Search Tree and value network

machine-learning monte-carlo-tree-search value-network

Updated Sep 29, 2018
Python

anubhav4sachan / madpl

A Deep Reinforcement Learning technique incorporating Actor Critic framework and hybrid value networks to improve the dialogue policy.

reinforcement-learning dialogue-systems actor-critic value-network dialog-policy

Updated Oct 16, 2020
Python

dyth / Juno

Tic-Tac-Toe agent trained by Deep Reinforcement Learning

reinforcement-learning deep-reinforcement-learning td-learning value-network td-lambda

Updated Jul 6, 2018
Python

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