Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)
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Oct 2, 2020 - Python
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value-iteration
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Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
reinforcement-learning q-learning dqn policy-gradient sarsa reinforce ddpg policy-iteration value-iteration sac actor-critic double-dqn paddlepaddle c51 dueling-dqn td3 noisy-dqn nstep-dqn policy-gradient-with-baseline
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Nov 13, 2021 - Python
Reinforcement-Learning-for-Decision-Making-in-self-driving-cars
reinforcement-learning monte-carlo self-driving-car dynamic-programming policy-iteration value-iteration temporal-difference
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Sep 18, 2018 - Python
Implementation of value iteration algorithm for calculating an optimal MDP policy
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Dec 23, 2017 - Python
Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.
learning machine-learning reinforcement-learning deep-reinforcement-learning recurrent-neural-networks convolutional-neural-networks backpropagation value-iteration
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Oct 29, 2017 - Python
CSE 571 Artificial Intelligence
reinforcement-learning deep-reinforcement-learning q-learning artificial-intelligence neural-networks epsilon-greedy breadth-first-search alpha-beta-pruning depth-first-search minimax-algorithm policy-iteration value-iteration function-approximation expectimax particle-filter-tracking uniform-cost-search greedy-search a-star-search
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Jan 3, 2018 - Python
Tabular methods for reinforcement learning
algorithm reinforcement-learning q-learning reinforcement-learning-algorithms sarsa gridworld policy-evaluation policy-iteration value-iteration reinforcement-learning-agent tabular-q-learning gridworld-environment sarsa-learning q-learning-vs-sarsa cliffwalking gridworld-cliff tabular-environments sarsa-algorithm tabular-methods q-learning-algorithm
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Jul 3, 2020 - Python
[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning
reinforcement-learning deep-reinforcement-learning planning controls matrix-completion value-iteration value-function iclr low-rank iclr2020
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Feb 1, 2020 - Python
Implementation and visualization (some demos) of search and optimization algorithms.
optimization conjugate-gradient-descent policy-iteration value-iteration a-star-algorithm newton-method simulated-annealing-algorithm cross-entropy-method search-gradient
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Nov 30, 2021 - Python
Using reinforcement learning to find the shortest paths.
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Jun 5, 2019 - Python
This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras
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Jan 6, 2018 - Python
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Sep 18, 2017 - Python
Value & Policy Iteration for the frozenlake environment of OpenAI
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May 14, 2019 - Python
Continuous-Time/State/Action Fitted Value Iteration via Hamilton-Jacobi-Bellman (HJB)
reinforcement-learning flax optimal-control value-iteration continuous-control jax hamilton-jacobi-bellman hamilton-jacobi continuous-value-iteration
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Feb 1, 2022 - Python
GPU-accelerated MDP solvers in Python with JAX
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Apr 4, 2025 - Python
Solutions for the Projects of the Artificial Intelligence (CS 188) course of UC Berkeley
python machine-learning reinforcement-learning q-learning artificial-intelligence pacman multiagent-systems decision-trees minimax alpha-beta-pruning search-algorithms policy-iteration value-iteration cs188 expectimax probabilistic-inference berkeley-ai particle-filtering ai-projects percepton
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Apr 19, 2025 - Python
Implementation of point-based value iteration (for POMDPs)
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Mar 31, 2020 - Python
Using value iteration to find the optimum policy in a grid world environment.
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Mar 16, 2020 - Python
🤖 Implementation and short explanation of basic RL algorithms, reproducing the simulations from Andrej Kaparthy's REINFORCEjs library.
reinforcement-learning algorithms monte-carlo q-learning sarsa artficial-intelligence policy-iteration value-iteration td-lambda
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Mar 1, 2023 - Python
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