Exploration into some new research surrounding value networks
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Feb 4, 2026 - Python
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value-network
Here are 7 public repositories matching this topic...
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
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Dec 31, 2024 - Python
GoMoKu combine with Monte Carlo Search Tree and value network
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Sep 29, 2018 - Python
Kispagi (which means to pay with kisses in Esperanto) is an app that connects to your favourite(s) issue tracker(s) or project manager(s) (gitlab, github, redmine, etc) to read the contributed hours and calculate a payment distribution with different rules.
python api time payment issue-tracker payments project-management time-tracker hours hours-tracker issue-management issue-tracking-system value-network distribution-networks
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Jul 9, 2018 - HTML
Hybrid Reinforcement Learning and minimax agent for Tablut game. Combines PPO trained value networks with alpha beta search for competitive play.
reinforcement-learning minimax alpha-beta-pruning game-ai game-playing-agent proximal-policy-optimization ppo value-network tablut self-play stable-baselines3
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Feb 2, 2026 - HTML
Tic-Tac-Toe agent trained by Deep Reinforcement Learning
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Jul 6, 2018 - Python
A Deep Reinforcement Learning technique incorporating Actor Critic framework and hybrid value networks to improve the dialogue policy.
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Oct 16, 2020 - Python
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