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policy-gradient

Here are 415 public repositories matching this topic...

EliorBenYosef / reinforcement-learning

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Updated Sep 18, 2024
Python

HuichuanLI / play_with_deep_reinforcement_learning

玩转深度强化学习

dqn policy-gradient actorcritic

Updated Sep 17, 2024
Jupyter Notebook

ramanakshay / Continual-Policy-Gradient

Incremental Learning with Policy Gradient Methods and Eligibility Traces

reinforcement-learning deep-learning policy-gradient incremental-learning actor-critic continual-learning eligibility-traces

Updated Sep 17, 2024
Python

tsangwpx / ml2048

Yet another 2048 in reinforcement learning

machine-learning reinforcement-learning deep-learning q-learning pytorch artificial-intelligence policy-gradient deeplearning 2048 actor-critic 2048-game ppo

Updated Sep 17, 2024
Jupyter Notebook

Fer14 / raice

Car racing RL agents in actual F1 tracks

reinforcement-learning neat dqn policy-gradient sarsa rl cars f1

Updated Sep 16, 2024
Python

fredrikmagnus / RL-for-Inverted-Pendulum

Reinforcement Learning for the inverted pendulum problem using a custom simulation. Implements and evaluates DQN, REINFORCE, and DDPG algorithms to learn control strategies for balancing a pendulum on a moving cart.

reinforcement-learning dqn policy-gradient rl reinforce ddpg inverted-pendulum actor-critic

Updated Sep 15, 2024
Python

WorldEditor50 / snakeAI

testing MLP, DQN, PPO, SAC, policy-gradient by snakeAI

reinforcement-learning lstm dqn policy-gradient sac ppo snakeai

Updated Sep 11, 2024
C++

abaheti95 / LoL-RL

Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients

natural-language-processing reinforcement-learning policy-gradient language-model

Updated Sep 10, 2024
Python

tianshou

thu-ml / tianshou

An elegant PyTorch deep reinforcement learning library.

pytorch dqn policy-gradient rl cql atari ddpg imitation-learning sac drl npg double-dqn trpo mujoco ppo a2c td3 bcq transferlab

Updated Sep 10, 2024
Python

datawhalechina / easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn dueling-dqn ppo td3 easy-rl

Updated Sep 9, 2024
Jupyter Notebook

HridayM25 / ReinforcementLearning

Some algorithms of Reinforcement Learning implemented by me, in accordance to "Introduction to Reinforcement Learning" by Richard Sutton and Andrew Barto.

monte-carlo policy-gradient reinforcement-learning-algorithms markov-decision-processes bandit-algorithms temporal-difference-learning policy-control

Updated Sep 8, 2024
Jupyter Notebook

salesforce / MultiHopKG

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

reinforcement-learning pytorch knowledge-graph policy-gradient reward-shaping action-dropout multi-hop-reasoning

Updated Sep 1, 2024
Jupyter Notebook

qlan3 / Explorer

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

reinforcement-learning deep-learning deep-reinforcement-learning q-learning pytorch dqn gym policy-gradient actor-critic ppo mujoco-environments pybullet-environments reinforcement-learning-frame deepmind-control-suite

Updated Aug 31, 2024
Python

trunghng / deep_rl_zoo

deep-reinforcement-learning policy-gradient deep-q-learning

Updated Aug 15, 2024
Python

hishamcse / DRL-Renegades-Game-Bots

A collection of my implemented RL agents for games like Pacman, Pong, SpaceInvaders, Frozenlake, Taxi, Pixelcopter, Pyramids and a lot more by implementing various DRL algorithms using gym, unity-ml, pygame, sb3, rl-zoo and pandagym libraries. To see more advanced & interesting agents, please visit below link:

deep-reinforcement-learning dqn gym policy-gradient atari ddpg multiagent-reinforcement-learning ppo a2c unity-ml-agents optuna stable-baselines3 panda-gym rl-zoo3 ddpgfd

Updated Aug 1, 2024
Jupyter Notebook

sheeerio / rl-implementation

PyTorch implementations for deep and classical rl algorithms

reinforcement-learning q-learning dqn policy-gradient reinforcement-learning-algorithms rl atari ddpg sac actor-critic ppo td3

Updated Jul 25, 2024
Python

qlan3 / Jaxplorer

Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.

reinforcement-learning deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms ddpg sac gymnasium ddqn mujoco naf ppo jax td3

Updated Jul 19, 2024
Python

naivoder / TD3

Pytorch implementation of twin delayed deep deterministic policy gradients (TD3)

reinforcement-learning pytorch policy-gradient rl gymnasium continuous-control mujoco td3 continuous-action-space twin-delayed-deep-deterministic-policy-gradient

Updated Jul 11, 2024
Python

nikhilbarhate99 / PPO-PyTorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning pytorch policy-gradient reinforcement-learning-algorithms pytorch-tutorial proximal-policy-optimization ppo pytorch-implmention ppo-pytorch

Updated Jul 9, 2024
Python

notjedi / tuxkart-ai

[WIP] RL agent for the SuperTuxKart game.

reinforcement-learning deep-reinforcement-learning pytorch policy-gradient autoencoder vae rl ppo vae-pytorch

Updated Jun 24, 2024
Python

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