nstep-bootstrapping

There are 0 repository under nstep-bootstrapping topic.

BY571 / FQF-and-Extensions
PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF) and Extensions: N-step Bootstrapping, PER, Noisy Layer, Dueling Networks, and parallelization.
fqf quantile-functions distributional-rl reinforcement-learning reinforcement-learning-algorithms dqn-pytorch pytorch prioritized-experience-replay noisy-layer dueling-network-architecture nstep-bootstrapping multiprocessing parallel-processing multi-environment
Language:Jupyter Notebook 26
BY571 / D4PG
PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2RL which can be added to D4PG to improve its performance.
ddpg d4pg prioritized-experience-replay nstep-bootstrapping distributional-rl iqn munchausen-reinforcement-learning d2rl pytorch-implementation reinforcement-learning actor-critic-algorithm deep-deterministic-policy-gradient
Language:Python 16
OneUpWallStreet / Reinforcement-Learning
All of my reinforcement learning projects (Some of the projects may contain errors :D )
machine-learning python3 reinforcement-learning reinforcement-learning-environments reinforcement-learning-algorithms td-learning nstep-bootstrapping nstep-sarsa monte-carlo monte-carlo-methods greedy-algorithms blackjack qlearning
Language:Jupyter Notebook 2
BY571 / TD3-and-Extensions
PyTorch implementation of Twin Delayed Deep Deterministic Policy Gradient (TD3) - including additional Extension to improve the algorithm's performance.
td3 reinforcement-learning-agent prioritized-experience-replay nstep-bootstrapping ddpg munchausen-reinforcement-learning d2rl continuous-control
Language:Python 1
frederikgramkortegaard / hyper-q
Automated analysis of hyperparameter configurations for n-step Q-Learning reinforcement agents
data-science machine-learning minimax nstep-bootstrapping python python3 qlearning qlearning-algorithm reinforcement-learning tic-tac-toe
Language:Python 0