Yuvraj Singh

Yuvraj Singh

NLP | Interested in RL Reasoning in LLMs and Multimodal LLMs | Exploring the intersection of Research and Engineering

RL From Scratch

Reinforcement Learning From Scratch

Collection of RL algorithms implemented from scratch in PyTorch. From Q-Learning to Multi-Agent RL, explore fundamental and advanced reinforcement learning concepts.

Filter by category:
A2C

A2C

Implementation of A2C reinforcement learning algorithm
Model Details
DDPG

DDPG

Implementation of DDPG reinforcement learning algorithm
Model Details
DQN Frozenlake

DQN Frozenlake

Implementation of DQN-FrozenLake reinforcement learning algorithm
Model Details
DQN Lunar

DQN Lunar

Implementation of DQN-Lunar reinforcement learning algorithm
Model Details
DQN Taxi

DQN Taxi

Implementation of DQN-Taxi reinforcement learning algorithm
Model Details
DQN Atari

DQN Atari

Implementation of DQN-atari reinforcement learning algorithm
Model Details
DQN

DQN

Implementation of DQN reinforcement learning algorithm
Model Details
Duel DQN

Duel DQN

Implementation of Duel-DQN reinforcement learning algorithm
Model Details
Flappybird PPO

Flappybird PPO

Implementation of FlappyBird-PPO reinforcement learning algorithm
Model Details
Imitation Learning

Imitation Learning

Implementation of Imitation Learning reinforcement learning algorithm
Model Details
MARL

MARL

Implementation of MARL reinforcement learning algorithm
Model Details
IPPO (MARL)

IPPO (MARL)

Implementation of IPPO reinforcement learning algorithm
Model Details
MAPPO (MARL)

MAPPO (MARL)

Implementation of MAPPO reinforcement learning algorithm
Model Details
Self Play (MARL)

Self Play (MARL)

Implementation of Self Play reinforcement learning algorithm
Model Details
PPO

PPO

Implementation of PPO reinforcement learning algorithm
Model Details
Atari (PPO)

Atari (PPO)

Implementation of Atari reinforcement learning algorithm
Model Details
MuJoCo (PPO)

MuJoCo (PPO)

Implementation of MuJoCo reinforcement learning algorithm
Model Details
VizDoom (PPO)

VizDoom (PPO)

Implementation of VizDoom reinforcement learning algorithm
Model Details
Q Learning

Q Learning

Implementation of Q-Learning reinforcement learning algorithm
Model Details
Runs Q Learning

Runs Q Learning

Implementation of runs reinforcement learning algorithm
Model Details
REINFORCE

REINFORCE

Implementation of REINFORCE reinforcement learning algorithm
Model Details
RND

RND

Implementation of RND reinforcement learning algorithm
Model Details
Sac

Sac

Implementation of SAC reinforcement learning algorithm
Model Details
TD3

TD3

Implementation of TD3 reinforcement learning algorithm
Model Details
Vizdoom Rl

Vizdoom Rl

Implementation of VizDoom-RL reinforcement learning algorithm
Model Details
Ml Agents Train

Ml Agents Train

Implementation of ml-agents-train reinforcement learning algorithm
Model Details