Tanmay Gangwani
11 papers · 2018–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (27)
π§¬
Topic Evolution
π
Century Club Β· Bronze
π
Conference Pioneer
ποΈ
Keyword Collector
(53)
Top co-authors
Research topics
Machine Learning
(8)
Reinforcement Learning
(7)
Methods
(6)
Artificial Intelligence
(5)
Learning Types Β· Machine Learning
(5)
Core AI
(4)
Learning Paradigms
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Keywords
reinforcement learning
(3)
imitation learning
(3)
policy gradient
(3)
policy learning
(2)
transition dynamics
(2)
sparse reward
(2)
offline reinforcement learning
(1)
transfer learning
(1)
policy evaluation
(1)
variational inference
(1)
black-box optimization
(1)
adversarial learning
(1)
knowledge distillation
(1)
policy optimization
(1)
mutual information
(1)
markov decision process
(1)
dynamic programming
(1)
partially observable markov decision process
(1)
trajectory optimization
(1)
sample efficiency
(1)
Papers
Selective Uncertainty Propagation in Offline RL
AAAI 2025
Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow
AISTATS 2024
Hindsight Foresight Relabeling for Meta-Reinforcement Learning
ICLR 2022
Imitation Learning from Observations under Transition Model Disparity
ICLR 2022
Harnessing Distribution Ratio Estimators for Learning Agents with Quality and Diversity
CoRL 2020
Learning Guidance Rewards with Trajectory-space Smoothing
NeurIPS 2020
Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch
UAI 2020
State-only Imitation with Transition Dynamics Mismatch
ICLR 2020
Learning Belief Representations for Imitation Learning in POMDPs
UAI 2019
Learning Self-Imitating Diverse Policies
ICLR 2019
Policy Optimization by Genetic Distillation
ICLR 2018