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Shubham Pachori's Projects

rival icon rival

RiVal recommender system evaluation toolkit

rl-adventure icon rl-adventure

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

rl-chatbot icon rl-chatbot

🤖 Chatbot trained by deep reinforcement learning

rl-colab-notebooks icon rl-colab-notebooks

Colab notebooks part of the documentation of Stable Baselines reinforcement learning library

rl-manufacturing icon rl-manufacturing

Source code for the paper <Joint Control of Manufacturing and Onsite Microgrid System via Novel Neural-Network Integrated Reinforcement Learning Algorithms>

rl-movie-recommender icon rl-movie-recommender

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

rl-multishot-reid icon rl-multishot-reid

Multi-shot Pedestrian Re-identification via Sequential Decision Making (CVPR2018)

rl-portfolio-management icon rl-portfolio-management

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

rl4j icon rl4j

Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

rl4nlp icon rl4nlp

Reinforcement learning for natural language processing reading group

rl_routing icon rl_routing

Companion code to TRC paper: Daniel A. Lazar, Erdem Bıyık, Dorsa Sadigh, Ramtin Pedarsani. "Learning how to Dynamically Route Autonomous Vehicles on Shared Roads". Transportation Research Part C: Emerging Technologies, , vol. 130, pp. 103258, 2021; doi: 10.1016/j.trc.2021.103258.

rl_trading icon rl_trading

An environment to high-frequency trading agents under reinforcement learning

rl_tsp_4static icon rl_tsp_4static

Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper

rlb-dp icon rlb-dp

Real-Time Bidding by Reinforcement Learning in Display Advertising

rlenvs icon rlenvs

Reinforcement learning environments for Torch7

rlkit icon rlkit

Collection of reinforcement learning algorithms

rllab icon rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

rlntm icon rlntm

An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521

rlseq2seq icon rlseq2seq

Deep Reinforcement Learning For Sequence to Sequence Models

rlvrp icon rlvrp

Vehicle Routing Problem with Reinforcement Learning

rmdl icon rmdl

RMDL: Random Multimodel Deep Learning for Classification

rnftools icon rnftools

RNF framework for NGS: simulation of reads, evaluation of mappers, conversion of RNF-compliant data.

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