dyna-q

There are 0 repository under dyna-q topic.

netrookiecn / Reinforcement-Learning-For-Dialogue-Systems
Reinforcement Learning For Dialogue Systems 强化学习在对话系统中的应用论文或开源应用总结
reinforcement-learning dialogue-systems dialogue-policy dqn a2c ppo dyna-q d3q
28
moripiri / Reinforcement-Learning-on-FrozenLake
Reinforcement Learning Algorithms in FrozenLake-v1
frozenlake reinforcement-learning sutton-barto-book sutton-gridworld frozenlake-v0 openai-gym reinforcement-learning-algorithms actor-critic dyna-q monte-carlo monte-carlo-control policy-iteration q-learning reinforce sarsa sarsa-lambda td-learning value-iteration
Language:Jupyter Notebook 23
txzhao / rl-zoo
PyTorch implementation of various reinforcement learning algorithms
reinforcement-learning-algorithms pytorch-rl dyna-q double-dqn prioritized-experience-replay dqn
Language:Python 18
adik993 / reinforcement-learning-sutton
bandit-algorithm cliffwalking dyna-q gridworld multi-armed-bandits q-learning racecar random-walk reinforcement-learning sarsa sutton-book td-lambda
Language:Python 15
nslyubaykin / relax
ReLAx - Reinforcement Learning Applications Library
ppo policy-gradients reinforcementlearning dqn trpo categorical-dqn ddpg td3 sac dyna-q mbpo model-based-rl n-step-bootstrapping rainbow-dqn
Language:Python 15
zaid-24 / The-RL-Agent
path planning using Q learning algorithm
dyna-q gridworld-environment qlearning-algorithm reinforcement-learning sarsa-algorithm
Language:Python 13
adesgautam / Reinforcement-Learning
Reinforcement learning algorithms to solve OpenAI gym environments
openai-gym openai-gym-environments reinforcement-learning frozenlake cartpole taxi mountain-car sarsa q-learning dqn dyna-q
Language:Python 5
Atul-Acharya-17 / Markov-Decision-Process
Solving Markov Decision Process using Value Iteration and Policy Iteration, SARSA, Expected SARSA and Q-Learning
markov-decision-processes value-iteration policy-iteration q-learning expected-sarsa sarsa-learning dyna-q
Language:Jupyter Notebook 5
aylint / rl-algorithms
Various fundamental reinforcement learning algorithms implemented from scratch
dyna-q expected-sarsa prioritized-sweeping python q-learning reinforcement-learning reinforcement-learning-algorithms sarsa temporal-differencing-learning
Language:Python 5
reinforcement-learning-specialization
imimali / reinforcement-learning-specialization
Reinforcement Learning Specialization courses solutions
dyna-q markov-decision-processes monte-carlo neural-network policy-gradient q-learning reinforcement-learning sarsa temporal-differencing-learning
Language:Jupyter Notebook 3
kkhetarpal / COMP767
Assignments and Reading Material for RL Course
dyna-q function-approximation learning lstdlambda planning
Language:Jupyter Notebook 2
luke-davidson / ReinforcementLearning
Programming assignments completed for my Reinforcement Learning course: Topics include Bandit Algorithms, Dynamic Programming, policy iteration, Monte-Carlo methods, SARSA, Q-Learning, Dyna-Q/Dyna-Q+, gradient control methods, state aggregation methods, and Deep Q-Learning Networks (DQNs).
bandit-algorithms deep-learning deep-q-network deep-reinforcement-learning dyna-q dynamic-programming gradient-descent-algorithm monte-carlo policy-gradient policy-iteration q-learning reinforcement-learning sarsa-learning
Language:Jupyter Notebook 2
dksifoua / Reinforcement-Learning
reinforcement-learning markov-decision-processes dynamic-programming monte-carlo temporal-difference sarsa q-learning dyna-q policy-gradient reinforce actor-critic advantage-actor-critic asynchronous-advantage-actor-critic proximal-policy-optimization
Language:Jupyter Notebook 1
gabrielegilardi / Q-Learning
Reinforcement Learning Using Q-learning, Double Q-learning, and Dyna-Q.
python q-learning reinforcement-learning dyna-q transition-matrix deterministic-model probabilistic-model gridworld
Language:Python 1
Senich17 / Dyna-Q-in-a-deterministic-and-stochastic-env
Experiments with Dyna-Q
dyna-q gym-environment gymnasium-environment reinforcement-learning rl
Language:Jupyter Notebook 0
jpthanga / Dyna-Q-on-Grid-World
Implementation of Dyna-Q with priority sweeping on a basic n by n gridworld
reinforcement-learning dyna-q cpp rlglue
Language:C
nslyubaykin / relax_dyna_q_example
Example DYNA-Q implementation with ReLAx
continuous-control dyna-q model-based-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms td3 model-based-acceleration
Language:Jupyter Notebook