tgangwani

GA3C-DeepNavigation

Tensorflow implementation of DeepMind paper - "Learning to Navigate in Complex Environments"

RL-Indirect-imitation

Pytorch code for "State-only Imitation with Transition Dynamics Mismatch" (ICLR 2020)

SelfImitationDiverse

Tensorflow code for "Learning Self-Imitating Diverse Policies" (ICLR 2019)

BMIL

Pytorch code for "Learning Belief Representations for Imitation Learning in POMDPs" (UAI 2019)

RegAlloc

Chaitin-Briggs register-allocation algorithm (LLVM back-end)

Distr-A3C

Asynchronous Advantage Actor-Critic (A3C) training over a cluster using distributed TensorFlow

GuidanceRewards

Pytorch code for "Learning Guidance Rewards with Trajectory-space Smoothing" (NeurIPS 2020)

QDAgents

Pytorch code for "Harnessing Distribution Ratio Estimators for Learning Agents with Quality and Diversity", (CoRL 2020)

IE598_RL

Reinforcement Learning assignments for IE598 (Fall'17)

Zorro_SMPC

AILO

FaultRecovery

(Graph) Fault Tolerance for Apache Hama

PartialRedundancyElimination

Partial Redundancy Elimination Pass in LLVM

DynReconfig

Machine-Learning aided dynamic hardware reconfiguration

Ethereum-PPV-contract

Smart contract for the Ethereum platform in Solidity

ethereumlab

GraphColoring

Parallel Graph Coloring using Charm++

Insight-data-challenge

Insight Data Challenge 2016

Miscellaneous

Mix bunch of ML codes, web scripts etc.