bhatiaabhinav
PhD Student @UMass Amherst AI, Sequential Decision Making, Deep Reinforcement Learning
University of Massachusetts, AmherstAmherst, MA, USA
Pinned Repositories
AnytimeWeightedAStar.jl
Julia Implementation of Anytime Weighted A* (AWA*) and Randomized Weighted A* (RWA*) algorithm
Compiler-Construction
Compiler construction project for college course. My team topped the practicals :)
gym-ERSLE
Emergency Response System (ERS) (Ambualance allocation problem) simualtor gym environment.
Metareasoning.jl
Decision-theoretic metareasoning to control hyperparameter and stopping point of anytime algorithms using deep reinforcement learning.
RL-v2
Version 3.0.0 Pytorch implementations of DQN, DDQN, DDPG, SAC, Discrete SAC. With more features :)
RL3
Source code for paper: RL^3: Boosting Meta Reinforcement Learning via RL inside RL^2.
RRTStar.jl
Julia implementation of RRT* motion planning algorithm.
WandbMacros.jl
Julia macros for logging to Weights & Biases (wandb.ai).
ReinforcementLearning.jl
A reinforcement learning package for Julia
bhatiaabhinav's Repositories
bhatiaabhinav/RL-v2
Version 3.0.0 Pytorch implementations of DQN, DDQN, DDPG, SAC, Discrete SAC. With more features :)
bhatiaabhinav/RL3
Source code for paper: RL^3: Boosting Meta Reinforcement Learning via RL inside RL^2.
bhatiaabhinav/WandbMacros.jl
Julia macros for logging to Weights & Biases (wandb.ai).
bhatiaabhinav/AnytimeWeightedAStar.jl
Julia Implementation of Anytime Weighted A* (AWA*) and Randomized Weighted A* (RWA*) algorithm
bhatiaabhinav/gym-ERSLE
Emergency Response System (ERS) (Ambualance allocation problem) simualtor gym environment.
bhatiaabhinav/RRTStar.jl
Julia implementation of RRT* motion planning algorithm.
bhatiaabhinav/Metareasoning.jl
Decision-theoretic metareasoning to control hyperparameter and stopping point of anytime algorithms using deep reinforcement learning.
bhatiaabhinav/ReinforcementLearning.jl
A reinforcement learning package for Julia
bhatiaabhinav/RL
This repo is not maintained anymore. Some algorithms for solving deep RL problems. Using TensorFlow.
bhatiaabhinav/RL.jl
A Reinforcement Learning Julia package that provides a framework and tools for developing new RL environments and RL algorithms.
bhatiaabhinav/AI-683
bhatiaabhinav/Bandits.jl
bhatiaabhinav/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
bhatiaabhinav/bhatiaabhinav.github.io
Abhinav Bhatia's Personal Webpage
bhatiaabhinav/ClassicControl.jl
bhatiaabhinav/DQN.jl
bhatiaabhinav/GridWorlds.jl
bhatiaabhinav/Gym.jl
bhatiaabhinav/Julia.jl
Curated decibans of Julia programming language.
bhatiaabhinav/MDPs.jl
bhatiaabhinav/MDPVideoRecorder.jl
bhatiaabhinav/MetaMDPs.jl
bhatiaabhinav/model-free-metareasoning
A model-free metareasoning library for interrupting and adjusting the parameters of anytime algorithms.
bhatiaabhinav/PPO.jl
bhatiaabhinav/SAC.jl
bhatiaabhinav/SemiCircle.jl
bhatiaabhinav/TabularRL.jl
bhatiaabhinav/tictactoe
bhatiaabhinav/Transformers.jl
bhatiaabhinav/ValueIteration.jl