tf-agents

There are 1 repository under tf-agents topic.

tensorflow / agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
reinforcement-learning tensorflow contextual-bandits bandits multi-armed-bandits tf-agents rl-algorithms dqn
Language:Python 2741
christianhidber / easyagents
Reinforcement Learning for Practitioners.
deep-reinforcement-learning gym-environment reinforcement-learning reinforcement-learning-agent tensorforce tf-agents
Language:Jupyter Notebook 35
kochlisGit / TraderNet-CRv2
TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets
cryptocurrency-trading deep-neural-networks deep-reinforcement-learning explainability google-trends machine-learning proximal-policy-optimization python risk-adjusted-return technical-analysis technical-indicators tensorflow tf-agents trading-algorithms trading-bot reward-shaping double-dqn-algorithm ppo-algorithm google-trends-api ddqn
Language:Jupyter Notebook 27
awilliea / Risk-based_RL_for_Optimal_Trading_Execution
reinforcement-learning order-placement optimal-trading-execution multi-objective ddqn tf-agents gym-environment limit-order-book trading-bot reward-shaping morl execution-strategy
Language:Python 19
s-diaco / DRL4Trading
Trade using DRL algorithms on tensorflow2 and tf-agents
tf-agents tensorflow2 tensorflow python3 trading trading-algorithms stock-market time-series
Language:Python 12
kochlisGit / Deep-RL-Frameworks
Comparison of different Deep Reinforcement Learning (DRL) Frameworks. This repository includes "tf-agents", "RLlib" and will soon support "acme" as well.
reinforcement-learning tensorflow rllib ray tf-agents python deep-reinforcement-learning dqn rainbow-dqn ppo lstm-ppo acme custom-models drl-frameworks masking custom-environments model-mask pytorch soft-actor-critic
Language:Jupyter Notebook 9
Lostefra / ReinforcementLearningToy
A TensorFlow based DQN agent who moves in a small grid world
deep-reinforcement-learning grid-world tf-agents dqn reinforcement-learning
Language:Python 4
LIANGQINGYUAN / RL-Notebook
Reinforcement learning (RL) Notes and Notebooks.
tf-agents reinforcement-learning tensorflow2 tutorial notes reinforcementlearning
Language:Jupyter Notebook 3
alexander-yf-yu / Evader
Reinforcement Learning applied to Object Avoidance
machine-learning tf-agents
Language:Python 2
rikluost / RL_DQN_Pong
Tackling Atari 2600 game Pong with Reinforcement Learning by utilizing DQN and TF-Agents
tf-agents reinforcement-learning dqn atari2600 gym-environment tensorflow geron
Language:Jupyter Notebook 2
Adaickalavan / rl-tfagents
Reinforcement Learning with TF Agents
tf-agents reinforcement-learning
Language:Python 1
marvinschmitt / DeepLearning-Bomberman
Reinforcement Learning (DQN, PPO, MCTS+DQN) for the classical game Bomberman.
reinforcement-learning ppo tf-agents mcts dqn tensorflow bomberman
Language:Jupyter Notebook 1
sergeivolodin / causality-disentanglement-rl
Simple world models lead to good abstractions, Google Cerebra internship 2020/master thesis at EPFL LCN 2021 ⬛◼️▪️🔦
causality causal-reinforcement-learning abstraction-learning sparsity consciousness-prior tf-agents tensorflow model-sparsity primal-dual model-based-reinforcement-learning pytorch thesis epfl
Language:Python 1
telkhir / Deep-RL
training of a superhuman level Reinforcement Learning agent to play the Breakout Atari game.
reinforcement-learning tf-agents gym-environments tensorflow2 dqn atari-game
Language:Jupyter Notebook 1
AAWorks / options-pricing
Global Markets Options Pricing
binomial-pricing black-scholes-merton deep-q-network dqn make modin monte-carlo-simulation openai-gym pandas polygon-api streamlit tf-agents
Language:Python 0
aretas77 / iot-hades
reinforcement-learning dqn-tensorflow tf-agents python
Language:Python 0
priontu / Atari_DemonAttack_Gameplay_with_Reinforcement_Learning_using_TF_Agents
Implementing Reinforcement Learning to develop an Agent that teaches itself to play the DemonAttack Atari Game. The Agent was developed using tensorflow, TF-Agents and OpenAI Gym Google Cloud Platform.
deep-reinforcement-learning google-cloud-platform machine-learning tensorflow tf-agents
Language:Jupyter Notebook 0
techGIAN / PathletRL
A deep learning model based on reinforcement learning to construct pathlet dictionaries.
deep-q-network deep-reinforcement-learning dqn graph maps mobility-data q-learning reinforcement-learning road-network tensorflow tf-agents trajectory utility utility-theory pathlet-dictionary trajectory-data-mining
Language:Python 0
ukoksoy / DDPGAgent-TargetSeeker
The program uses the DDPG algorithm and tf_agents library to train an agent in a custom environment called "TargetSeeker"
custom-environment ddpg ddpg-agent deep-reinforcement-learning reinforcement-learning target-searching tf-agents
Language:Python 0
kamilabielska / reinforcement_learning
[2023] Reinforcement learning basics
atari reinforcement-learning tf-agents
Language:Jupyter Notebook
matiaslindgren / robotini-ddpg
Deep reinforcement learning agents for the Robotini racing simulator
tensorflow tf-agents reinforcement-learning
Language:Python